Mohamed Cheriet

Mohamed Cheriet
Professeur
Degrees Diplôme d'ing. d'État (Alger), D.E.A., Doctorat (Paris VI)
Office A-3591
Presentation

Département de génie des systèmes

Research interests:

  • Information and Communications Technologies
  • Environment
  • Energy

Research areas:

  • Learning algorithms and classification methods
  • Intelligent visual interfaces to sustain collaborative work and research in telepresence
  • 2D scene analysis
  • PDE based models for image enhancement, denoising and restoration
  • Language models for document recognition and understanding
  • Variational models with level-sets for image segmentation
  • Character recognition
  • Pattern recognition
  • Handwriting recognition
  • Multilingual document processing and understanding
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IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
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IEEE International Joint Conference on Neural Networks (IJCNN)
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Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR)
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IEEE International Conference on Acoustics, Speech and Signal Processing
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14th International Conference on Image Analysis and Recognition, ICIAR 2017, July 5, 2017 - July 7, 2017
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International Joint Conference on Neural Networks (IJCNN)
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19th International Conference on Pattern Recognition (ICPR)
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International Joint Conference on Neural Networks (IJCNN)
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International Joint Conference on Neural Networks (IJCNN)
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11th International Conference on Frontiers in Handwriting Recognition (ICFHR)
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IEEE International Joint Conference on Neural Network (IJCNN)
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IEEE International Joint Conference on Neural Networks (IJCNN)
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Comptes rendues des 12-èmes rencontres de la Société Francophone de la Classification
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2015 IFIP/IEEE International Symposium on Integrated Network Management (IM)
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20th International Conference on Pattern Recognition (ICPR)
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12th International Conference on Frontiers in Handwriting Recognition (ICFHR)
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9th International Symposium on Signal Processing and its Applications (ISSPA)
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7th International Workshop on Frontiers in Handwriting Recognition : September 11-13, 2000, Amsterdam, the Netherlands : proceedings
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8th International Workshop on Frontiers in Handwriting Recognition
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16th International Conference on Pattern Recognition (ICPR)
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16th International Conference on Pattern Recognition (ICPR)
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CNED 94 : 3ème Colloque national sur l'écrit et le document, Rouen, 6-7-8 juillet 1994
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Conférence Tunisienne de Génie Electrique Conférence (CTGE)
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9e Édition du Colloque Francophone sur la Gestion de Réseaux et de Services (GRES)
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Computer Vision and Graphics : International Conference, ICCVG 2012, Warsaw, Poland, September 24-26, 2012. Proceedings
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Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers
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Sixth International Conference on Document Analysis and Recognition
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CIFED'2000. Colloque International Francophone sur l’Écrit et le Document
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8th International Workshop on Frontiers in Handwriting Recognition (IWFHR)
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16th International Conference on Pattern Recognition (ICPR)
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Pattern Recogniton with Support Vector Machines : First International Workshop, SVM 2002 Niagara Falls, Canada, August 10, 2002 Proceedings
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Image Analysis and Recognition : 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings
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IEEE Global Communications Conference (GlobeCom)
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Annual Meeting of the North American Fuzzy Information Processing Society (NAFIP)
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11th IEEE Workshop on Statistical Signal Processing
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1st International Symposium on Control, Communications and Signal Processing (ISCCSP)
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International Conference on Image Processing (ICIP)
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Actes/Proceedings : International Conference on Image and Signal Processing, ICISP'2001, May 03-05, 2001-Agadir-Morocco
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9th International Symposium on Signal Processing and its Applications (ISSPA)
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2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)
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Biometric Recognition : 7th Chinese Conference, CCBR 2012, Guangzhou, China, December 4-5, 2012. Proceedings
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5th International Multi-Conference on Systems, Signals and Devices (SSD)
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International Conference on Signal Processing and Multimedia Applications (SIGMAP)
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1st International Workshops on Image Processing Theory, Tools and Applications (IPTA)
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Conférence Canadienne en Génie Électrique et Informatique
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Journées Tunisiennes de l’Automatique et de l’Electrotechnique (JTEA)
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Conférence Tunisienne de Génie Electrique (CTGE)
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2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR)
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2nd IEEE International Workshop on Arabic and Derived Script Analysis and Recognition (ASAR 2018)
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2013 8th International Symposium on Image and Signal Processing and Analysis (ISPA)
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2013 International Conference of the Biometrics Special Interest Group (BIOSIG)
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Fourth International Symposium on Computers and Information Sciences
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Sixth Scandinavian Conference on Image Analysis
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7e Congrès Reconnaissance des Formes et Intelligence Artificielle
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Pixim 89, l'image numérique à Paris : actes du 2ème Colloque scientifique international, 25-29 septembre 1989, Palais des Congrès, Paris = Pixim 89, Computer graphics in Paris : proceedings of the 2th International Conference, September 25th-29th 1989
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Proceedings of the third International Conference on Document Analysis and Recognition
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5th Annual IRIS/PRECARN Conference
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RIAO 91 : Conference proceedings with presentation of prototypes and operational systems : Intelligent text and image handling
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4th Annual IRIS/PRECARN Conference
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Vision Interface Conference
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Vision Interface : Real world applications of computer vision
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2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)
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IAPR Third International Workshop on Frontiers in Handwriting
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Seventh International Conference on Document Analysis and Recognition
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9th International Symposium on Signal Processing and its Applications (ISSPA)
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Fundamentals in Handwriting Recognition
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Arabic and chinese handwriting recognition : SACH 2006 Summit College Park, MD, USA, September 27-28, 2006 : selected papers
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Digital document processing : major directions and recent advances
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5th International Workshop on Signal Processing and its Applications (WOSPA)
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16th European Signal Processing Conference (EUSIPCO)
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11th IAPR International Conference on Pattern Recognition : August 30-September 3, 1992, the Hague, the Netherlands : proceedings
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Vision Interface Conference
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Image Analysis and Recognition : 5th International Conference, ICIAR 2008, Povoa de Varzim, Portugal, June 25-27, 2008 : Proceedings
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Handbook of Statistics : Machine Learning : Theory and Applications
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6th International Conference on Handwriting and Drawing (ICOHD)
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Les techniques d'intelligence artificielle appliquées aux technologies de l'information
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IEEE International Conference Image Processing (ICIP)
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2013 12th International Conference on Document Analysis and Recognition
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2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)
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2014 IEEE International Conference on Image Processing (ICIP)
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2012 21st International Conference on Pattern Recognition (ICPR 2012)
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Proceedings of the Workshop on Historical Document Imaging and Processing
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Enhanced Quality of Life and Smart Living : 15th International Conference, ICOST 2017, Paris, France, August 29-31, 2017, Proceedings
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Proceedings of the Fourth International Conference on Document Analysis and Recognition
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5th Annual IRIS*PRECARN Conference
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Proceedings of the third International Conference on Document Analysis and Recognition
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7th IGS conference
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Les techniques d'intelligence artificielle appliquées aux technologies de l'information
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Les techniques d'intelligence artificielle appliquées aux technologies de l'information
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Handwriting and drawing research : basic and applied issues
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Medical Imaging 2012: Image-Guided Procedures, Robotic Interventions, and Modeling
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Society and Materials International Conference (SAM8), Liège, Belgium (2014)
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Smart City 360 - First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers
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International Workshop on Green ICT and Smart Networking (GISN 2016)
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First IEEE International Conference on Smart Grid Communications (SmartGridComm)
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Green communications : theoretical fundamentals, algorithms, and applications
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International Conference on Wireless Communications and Signal Processing (WCSP)
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Image Analysis and Recognition : 4th International Conference, ICIAR 2007, Montreal, Canada, August 22-24, 2007. Proceedings
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12th International Conference on Network and Service Management (CNSM)
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2015 13th International Conference on Document Analysis and Recognition (ICDAR)
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Proceedings : eleventh International Conference on Frontiers in Handwriting Recognition
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ICT for Sustainability 2014 (ICT4S 2014)
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Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers
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16th International Conference on Pattern Recognition (ICPR)
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International Conference on Image and Signal Processing
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Conference on Computer Vision and Pattern Recognition Workshop (CVPRW)
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2014 IEEE International Conference on Cloud Engineering (IC2E)
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IEEE International Conference on Systems, Man and Cybernetics
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1st International Symposium on Control, Communications and Signal Processing (ISCCSP)
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IEEE International Conference on Systems, Man and Cybernetics
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5th International Conference on Neural Networks and Expert Systems in Medicine and Healthcare (NNESMED)
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2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)
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ACM International Conference of Computing for Engineering and Sciences ( ICCES)
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2013 12th International Conference on Document Analysis and Recognition
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Proceedings. 2014 14th International Conference on Frontiers in Handwriting Recognition (ICFHR)
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Image Analysis and Recognition : 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings
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Proceedings of the Workshop on Historical Document Imaging and Processing
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Proceedings - 12th International Conference on Document Analysis and Recognition (ICDAR)
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2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)
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International Conference on Document Analysis and Recognition (ICDAR)
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2nd European Workshop on Visual Information Processing (EUVIP)
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2014 22nd International Conference on Pattern Recognition (ICPR)
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16th IEEE International Conference on Image Processing (ICIP)
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2nd European Workshop on Visual Information Processing (EUVIP)
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2015 13th International Conference on Document Analysis and Recognition (ICDAR)
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2015 IEEE 8th International Conference on Cloud Computing (CLOUD)
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Groupware: Design, Implementation, and Use : 8th International Workshop, CRIWG 2002 La Serena, Chile, September 1–4, 2002 Proceedings
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IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)
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IEEE International Conference on Systems, Man and Cybernetics, 1995. Intelligent Systems for the 21st Century
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4th International Conference on Software-Defined Systems (SDS)
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8th International Conference on Document Analysis and Recognition (ICDAR)
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17th International Conference on Pattern Recognition (ICPR)
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Society and Materials International Conference (SAM8)
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ICT for Sustainability 2014, ICT4S 2014
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9th International Conference on Document Analysis and Recognition (ICDAR)
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4e conférence sur le Génie Electrique
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International Computer Systems & Information Technology Conference ICSIT'05
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3e Conférence Internationale : Sciences Électroniques, Technologies de l'Information et des Télécommunications (SETIT)
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7th International Conference on Document Analysis and Recognition
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International Conference on Image Processing (ICIP)
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IEEE International Conference on Acoustics, Speech and Signal Processing
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8th International Workshop on Frontiers in Handwriting Recognition
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2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2013)
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2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)
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2015 IEEE International Conference on Image Processing (ICIP)
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Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA)
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IEEE International Conference on Image Processing (ICIP)
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Advances in Pattern Recognition : Joint IAPR International Workshops SSPR'98 and SPR'98 Sydney, Australia, August 11–13, 1998 Proceedings
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Vision Interface '98 : proceedings, Vancouver, B.C., 18-20 June, 1998
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Actes du 1er colloque international francophone sur l'écrit et le document tenu dans le cadre du congrès de l'Acfas à Québec en mai 1998
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CIFED'2000. Colloque International Francophone sur l’Écrit et le Document
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Proceedings of the Fourth International Conference on Document Analysis and Recognition
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The first KFUPM workshop on information and computer science: June 9, 1996; workshop proceedings
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L'Ecrit et le document: 4ème colloque national sur ..., Nantes, France, 3-5 Juillet, 1996
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IEEE International Joint Conference on Neural Networks (IJCNN)
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Progress in Computer Vision and Image Analysis
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10th International Workshop on Frontiers in Handwriting Recognition (IWFHR)
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Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR)
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Actes du huitième Colloque international francophone sur l'écrit et le document, CIFED'04, 21 - 25 juin 2004, La Rochelle
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17th International Conference on Pattern Recognition (ICPR)
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International Conference on Networking, Sensing and Control (ICNSC)
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IEEE International Conference on Cloud Computing (CLOUD)
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2012 IEEE 5th International Conference on Cloud Computing (CLOUD)
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Proceedings of the 2nd International Conference on Cloud Computing and Services Science (CLOSER 2012)
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2013 12th International Conference on Document Analysis and Recognition
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10th International Conference on Document Analysis and Recognition (ICDAR)
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9th IAPR International Workshop on Document Analysis Systems (DAS)
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2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)
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EnviroInfo & ICT4S, Conference Proceedings
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Proceedings - 2016 IEEE International Conference on Cloud Engineering Workshops, (IC2EW)
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10th IEEE International Conference on Cloud Computing (CLOUD)
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Third International Conference on the Network of the Future (NOF)
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2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)
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10th International Conference on Document Analysis and Recognition (ICDAR)
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10th International Conference on Document Analysis and Recognition (ICDAR)
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2013 12th International Conference on Document Analysis and Recognition
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2013 12th International Conference on Document Analysis and Recognition
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IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)
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International Telecommunications Network Strategy and Planning Symposium (Networks)
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Communication and networking in smart grids
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The future internet : future internet assembly 2011: achievements and technological promises
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11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG 2015)
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2018 IEEE Global Communications Conference (GLOBECOM)
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Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers
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Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers
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13th International Conference on Human-Computer Interaction (HCI)
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10th International Conference on Document Analysis and Recognition (ICDAR)
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2018 Annual IEEE International Systems Conference (SysCon)
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Vision Interface Conference
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Fifth International Conference on Document Analysis and Recognition
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2013 12th International Conference on Document Analysis and Recognition
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2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)
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Drawing, Handwriting Processing Analysis: New Advances and Challenges : Proceedings of the 17th Biennial Conference of the International Graphonomics
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12th International Conference on Network and Service Management (CNSM)
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2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)
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Image Analysis and Recognition : 4th International Conference, ICIAR 2007, Montreal, Canada, August 22-24, 2007. Proceedings
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20th International Conference on Pattern Recognition (ICPR)
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SPIE Medical Imaging 2010 : Visualization, Image-Guided Procedures, and Modeling
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Proceedings. 2014 14th International Conference on Frontiers in Handwriting Recognition (ICFHR)
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Proceedings of 2nd International Conference on Document Analysis and Recognition (ICDAR '93)
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10th International Conference on Document Analysis and Recognition (ICDAR)
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Proceedings of the 13th International Conference on Pattern Recognition, 1996
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Vision interface '96: Toronto, Ontario, 21-24, May/Mai 1996; proceedings/actes
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International Conference on Document Analysis and Recognition (ICDAR)
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14th International Conference on Image Analysis and Recognition, ICIAR 2017, July 5, 2017 - July 7, 2017
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IEEE Global Conference on Signal and Information Processing (GlobalSIP)
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Conférence Sciences Electroniques, Technologies de l'Information et des Télécommunications (SETIT)
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IEEE International Conference on Acoustics, Speech and Signal Processing
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Proceedings. 2014 14th International Conference on Frontiers in Handwriting Recognition (ICFHR)
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2013 8th International Symposium on Image and Signal Processing and Analysis (ISPA)
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9th International Symposium on Signal Processing and its Applications (ISSPA)
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2émes Journées Scientifiques du Laboratoire Communication Parlée et Traitement des Signaux (LCPTS)
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2015 International Conference on Image Processing Theory, Tools and Applications (IPTA)
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Actes du huitième Colloque international francophone sur l'écrit et le document, CIFED'04, 21 - 25 juin 2004, La Rochelle
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3e Conférence Internationale Sciences Electronique, Technologies de l'Information et des Télécommunications (SETIT)
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2018 IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition (ASAR)
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2014 IEEE International Conference on Cloud Engineering (IC2E)
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2015 IFIP/IEEE International Symposium on Integrated Network Management (IM)
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IEEE International Conference on Cloud Computing Technology and Science (CloudCom)
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2015 3rd International Conference on Future Internet of Things and Cloud (FiCloud)
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2nd European Workshop on Visual Information Processing (EUVIP)
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2018 IEEE Confs on Internet of Things, Green Computing and Communications, Cyber, Physical and Social Computing, Smart Data, Blockchain, Computer and Information Technology, Congress on Cybermatics
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Seventh International Conference on Document Analysis and Recognition
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17th International Conference on Pattern Recognition (ICPR)
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Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR)
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Proceedings First International Conference on Document Analysis and Recognition = Actes de la conférence / Conférence Internationale sur l'Analyse et la Reconnaissance de Documents
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Handbook of Pattern Recognition and Computer Vision
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Handbook of pattern recognition and computer vision
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Proceedings of the 2nd Pacific Rim International Conference on Artificial Intelligence
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9e Édition du Colloque Francophone sur la Gestion de Réseaux et de Services (GRES)
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2013 12th International Conference on Document Analysis and Recognition
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2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)
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2015 13th International Conference on Document Analysis and Recognition (ICDAR)
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Drawing, Handwriting Processing Analysis: New Advances and Challenges : Proceedings of the 17th Biennial Conference of the International Graphonomics
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Drawing, Handwriting Processing Analysis: New Advances and Challenges : Proceedings of the 17th Biennial Conference of the International Graphonomics
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Smart City 360 - First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers
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2015 IEEE 2nd Workshop on Evolving Security and Privacy Requirements Engineering (ESPRE)
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12th International Conference on Network and Service Management (CNSM)
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IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)
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Sixth International Conference on Document Analysis and Recognition
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Society and Materials International Conference (SAM8), Liège, Belgium (2014)
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ICT for Sustainability 2014, ICT4S 2014
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Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers
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IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)
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6th International Conference on Document Analysis and Recognition
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Proceedings of the Fifth International Conference on Document Analysis and Recognition
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7th International Workshop on Frontiers in Handwriting Recognition : September 11-13, 2000, Amsterdam, the Netherlands : proceedings
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12th International Conference on Network and Service Management (CNSM)
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14th International Conference on Image Analysis and Recognition, ICIAR 2017, July 5, 2017- July 7 2017
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2015 IEEE International Conference on Image Processing (ICIP)
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IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence
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2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)
Publications: article

Publications: book_section
Low-Rank and Sparse Modeling for Visual Analysis
Publications: article

Publications: conference_item
International Joint Conference on Neural Networks (IJCNN)
Publications: article

Publications: article

Courses and support services

Courses

SYS800 Reconnaissance de formes et inspection (Fall 2018)

Assistance to students

Mémoire à 24 crédits

    Optimisation de ressources pour la sélection de modèle des SVM, by Adankon,Mathias Mahouzonsou.
    Fall 2005

    Reconstruction 3D d'environnement sous-marin par sonar, by Blouin,Jean-Philippe.
    Fall 2004

    Co-directed by: Labelle, Hubert
    Extraction semi-automatique des points de référence sur une paire de radiographies à rayons X, by Meghoufel,Ali.
    Fall 2003

Projet d'application à 15 crédits

    Mise en place d'un répertoire commun au sein de l'Agence Spatiale Canadienne, by Dominique,Robert.
    Summer 2005

    Les réseaux sans fil et leurs applications, by Felten,Ludovic.
    Summer 2005

    Plateforme de travail collabortif, étude de cas et réingénierie de SynchroMédia, by Hadjout,Samir.
    Winter 2006

    Optimisation de l'utilisation des espaces de stockage, by Murray,France.
    Summer 2005

    Implémentation de l'algorithme de plus court chemin pour l'efficacité énergétique dans le réseau de transport optique, by Ajaj,Ouiem.
    Fall 2015

    La mesure de la consommation d'énergie de réseau virtuel, by Kaci,Djamel.
    Winter 2016

Mémoire à 21 crédits

    Co-directed by: Lepage, Richard
    Conception et développement d'un système de perception de l'environnement et de planification de trajectoire pour un robot marcheur, by Demers,Jean-Christoph.
    Summer 2002

    Co-directed by: Cherkaoui, Omar
    QoS pour classes virtuelles dans un environnement multimédia, by HADJ-ABDELHAFID,ALI.
    Winter 2002

    Co-directed by: Bigras, Pascal
    Réalisation d'un système de triangulation au laser dans le cadre d'applications dans le domaine de l'agroalimentaire, by Jolys,Emmanuel.
    Winter 2001

Thèse de doctorat

    Co-directed by: SUEN, CHING Y.
    Sélection automatique de modèle dans les machines à vecteurs de support : Application à la reconnaissance d’images de chiffres, by Ayat,Nedjem-Eddine.
    Fall 2003

    Co-directed by: Nie, Jian-Yun
    Recherche d'information dans les images de documents, by Fataicha,Youssef.
    Fall 2005

Thèse de doctorat (recherche appliquée)

    Prétraitements adaptatifs des radiographies pour la segmentation des pédicules sur la vue postero-antérieure de patients atteints de scoliose idiopathique adolescente, by Doré,Vincent.
    Winter 2009

    Co-directed by: Biem, Ernest Alain
    Apprentissage semi-supervisé pour les SVMS et leurs variantes, by Adankon,Mathias Mahouzonsou.
    Fall 2009

    Segmentation-free Word Spotting and Recognition for ancien documents using CNN-Attributes, by Hamdan,Mohammed.
    Fall 2019

    Co-directed by: Deschênes, Sylvain
    Differential Geometry Methods for Biomedical Image Processing: from Segmentation to 2D/3D Registration, by Rivest-Hénault,David.
    Summer 2012

    Carbon-Profit-Aware Job Scheduling and Load Balancing in Geographically Distributed Cloud for HPC and Web Applications, by Farrahi Moghaddam,Fereydoun.
    Fall 2013

    Visual Image Processing in Various Representation Spaces for Documentary Heritage Preservation, by Hedjam,Rachid.
    Summer 2013

    Feature Design and Lexicon Reduction for Efficient Offline Handwriting Recognition, by Chherawala,Youssouf.
    Fall 2013

    A Framework for Ancient and Machine-Printed Manuscripts Categorization, by Arabnejad-Khanouki,Ehsan.
    Fall 2017

    SDN-Based Traffic Engineering in Data Centers, Interconnects, and Carrier Networks, by Subedi,Tara Nath.
    Fall 2017

    Online Incremental Learning from Scratch with Apllication to Handwritten Gesture Recognition, by Reznakova,Marta.
    Summer 2017

    Semi-Supervised Machine Learning for Classification of Evolving Data in Pattern Recognition, by Tencer,Lukas.
    Summer 2017

    Software Re-estimation with Iterative requirement prioritization, by Rajkumar,Jananjoy.
    Summer 2019

    Efficient and Effective Objective Image Quality Assessment Metrics, by Ziaei Nafchi,Hossein.
    Fall 2017

    Traffic-Aware Virtual Machine Placement to Enhance Data Center Network Performance, by Bayati,Abdolkhalegh.
    Summer 2019

    Traffic Awareness in V_WAN Hypervisor, by Njah,Yosra.
    Fall 2019

    Representation Learning for Document Understanding, by Abuelwafa,Sherif.
    Fall 2019

    Co-directed by: Desrosiers, Christian
    Apprentissage profond de formes manuscrites pour la reconnaissance et le repérage efficace de l'écriture dans les documents numérisés, by Mhiri,Mohamed.
    Fall 2018

    Document Image Quality Assessment and Similarity Estimation in Various Image Representations, by Shahkolaei,Atena.
    Fall 2019

    Co-directed by: Nguyen, Kim Khoa
    Software-Defined Smart-Home Network, by Ben Attia,Maroua.
    Fall 2019

    Co-directed by: Nguyen, Kim Khoa
    Élaboration d'un système de surveillance et de gestion du réseau des communications M2M dans le nuage informatique dans une communauté intelligente, by Mtibaa,Fatma.
    Fall 2019

    Co-directed by: Nguyen, Kim Khoa
    Optimizing Total Cost of Ownership (TCO) for 5G Multi-Tenant Mobile BackHaul (MBH) Optical Transport Networks, by Haddaji,Nassim.
    Winter 2019

    Co-directed by: Nguyen, Kim Khoa
    Context-aware Service Orchestration in Smaret Community, by Nguyen,Duong Tuan.
    Fall 2019

    Co-directed by: Nguyen, Kim Khoa
    Ingénierie de trafic et planification des liens dans un réseau VWAN, by Si Saber,Meriem Amina.
    Fall 2019

    Blind source separation for the analysis of multispectral ancient document images, by Rahiche,Abderrahmane.
    Fall 2019

Mémoire à 30 crédits

    Techniques intelligentes de découverte de ressources WEB, by Daouadji,Abdelhamid.
    Winter 2011

    Openicra: vers un modèle générique de déploiement automatisé des applications dans le nuage informatique, by Gadhgadhi,Ridha.
    Summer 2013

    Déploiement d'IMS et provisionnement de la QoS dans le nuage informatique, by Khazri,Saida.
    Winter 2015

    Analyse de la performance des équipements réseautiques virtuels d'interconnexion des centres de données, by Sbai,Mohamed Badr.
    Summer 2015

    Co-directed by: Nguyen, Kim Khoa
    AI-Based Controller for Data Center Fabric, by Zidane,Meriem.
    Fall 2019

    Visualisation de trafic de réseau en temps réel, by El Baham,Meryem.
    Winter 2017

    Analyse de performance par plans expérimentaux d’intergiciels infonuagiques; le cas d’Openstack, by Abdelfattah,Hicham.
    Winter 2016

    Multi-Layer Quality-Aware (MULQA) Cloud Framework, by Morattab,Arash.
    Winter 2017

    Modèle de routage écoénergétique dans les réseaux définis par logiciel, by Zemmouri,Samy.
    Winter 2017

    A Scalable Heterogeneous Software Architecture for the Telecommunication Cloud, by Potvin,Pascal.
    Winter 2016

    Co-directed by: Nguyen, Kim Khoa
    Enabling Large Scale Cloud Services by Software Defined Wide Area Network, by Sassi,Haifa.
    Summer 2017

    Co-directed by: Nguyen, Kim Khoa
    Partage efficace des ressources de calcul dans le nuage informatique, by Labidi,Achraf.
    Summer 2017

    Visual Information Retrieval from Historical Document Images, by Zhalehpour,Sara.
    Summer 2018

    Co-directed by: Nguyen, Kim Khoa
    Optimal Deployment of Smart Home Vertical Applications Onto Cloud, by Elfahem,Rim.
    Summer 2017

    Online Machine Learning for Smart Community Services, by Aghabozorgi Nafchi,Sadegh.
    Summer 2019

    Co-directed by: Nguyen, Kim Khoa
    Optimisation de l'assignation des flux de données dans une passerelle IdO à interfaces multiples, by Amor,Mohamed Ghazi.
    Summer 2019

    Content Based Document Image Classification, by Saryazdi,Saman.
    Summer 2019

    Software-Defined Traffic Engineering in IP/Optical Network, by koulougli,Dahina.
    Summer 2019

    Co-directed by: Nguyen, Kim Khoa
    Sustainable management model for smart city ICT infrastructure, by Costa Carvalho,André Luis.
    Fall 2019

Projet d'intervention en entreprise à 15 crédits

    Co-directed by: Grant, Stephen
    Classification automatique pour applications industrielles, by Taziev,Ilyas.
    Winter 2013

    Co-directed by: Telkenaroglu, Can
    Reconnaissance d'objets en chantier, by Bernard,Alexandre.
    Summer 2019

Publications
Peer-reviewed article published in a refereed journal (146)

Athmane Bakhta, Sébastien Leclaire, David Vidal, François Bertrand, Mohamed Cheriet. 2019. « Multiscale simulation of ink seepage into paper: a mesoscopic variational model ». Computer Physics Communications, vol.,

Maroua Ben Attia, Kim-Khoa Nguyen, Mohamed Cheriet. 2019. « Dynamic QoE/QoS-Aware queuing for heterogeneous traffic in smart home ». IEEE Access, vol.7, p. 58990-59001.

Adil Fahad, Abdulmohsen Almalawi, Zahir Tari, Kurayman Alharthi, Fawaz S. Al Qahtani, Mohamed Cheriet. 2019. « Semtra: a semi-supervised approach to traffic flow labeling with minimal human effort ». Pattern Recognition, vol.91, p. 1-12.

Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet. 2019. « Word spotting and recognition via a joint deep embedding of image and text ». Pattern Recognition, vol.88, p. 312-320.

Abdenour Sehad, Youcef Chibani, Rachid Hedjam, Mohamed Cheriet. 2019. « Gabor filter-based texture for ancient degraded document image binarization ». Pattern Analysis and Applications, vol.22, p. 1-22.

Atena Shahkolaei, Azeddine Beghdadi, Mohamed Cheriet. 2019. « Blind quality assessment metric and degradation classification for degraded document images ». Signal Processing: Image Communication, vol.76, p. 11-21.

Julien Walzberg, Thomas Dandres, Nicolas Merveille, Mohamed Cheriet, Réjean Samson. 2019. « Assessing behavioural change with agent-based life cycle assessment: application to smart homes ». Renewable and Sustainable Energy Reviews, vol.111, p. 365-376.

Vahid Asghari, Mohamed Cheriet. 2018. « Energy and connectivity aware resource optimization of nodes traffic distribution in smart home networks ». Future Generation Computer Systems, vol.88, p. 559-570.

Asim Baig, Somaya A. S. Al-Ma'adeed, Ahmed Bouridane, Mohamed Cheriet. 2018. « Automatic segmentation and reconstruction of historical manuscripts in gradient domain ». IET Image Processing, vol.12, p. 502-512.

Abdolkhalegh Bayati, Kim Nguyen, Mohamed Cheriet. 2018. « Multiple-step-ahead traffic prediction in high-speed networks ». IEEE Communications Letters, vol.22, p. 2447-2450.

Maroua Ben Attia, Kim-Khoa Nguyen, Mohamed Cheriet. 2018. « QoS-aware software-defined routing in smart community network ». Computer Networks, vol.147, p. 221-235.

Hanene Boukerma, Christophe Choisy, Nadir Farah, Mohamed Cheriet. 2018. « The efficiency of the NSHPZ-HMM: theoretical and practical study ». Applied Intelligence, vol.48, p. 4660-4677.

Yaser Esmaeili Salehani, Ehsan Arabnejad, Mohamed Cheriet. 2018. « Graph and sparse-based robust nonnegative block value decomposition for clustering ». IEEE Journal on Selected Topics in Signal Processing, vol.12, p. 1561-1574.

Nassim Haddaji, Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet. 2018. « BackHauling-as-a-Service (BHaaS) for 5G optical sliced networks: an optimized TCO approach ». Journal of Lightwave Technology, vol.36, p. 4006-4017.

Nassim Haddaji, Kim Nguyen, Mohamed Cheriet. 2018. « Towards end-to-end integrated optical packet network: Empirical analysis ». Optical Switching and Networking, vol.27, p. 18-39.

Habib Louafi, Stéphane Coulombe, Mohamed Cheriet. 2018. « A TOPSIS-based QoE model for adapted content selection of slide documents ». Multimedia Tools and Applications, vol.77, p. 26741-26768.

Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet. 2018. « Hierarchical representation learning using spherical k-means for segmentation-free word spotting ». Pattern Recognition Letters, vol.101, p. 52-59.

Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet. 2018. « Convolutional pyramid of bidirectional character sequences for the recognition of handwritten words ». Pattern Recognition Letters, vol.111, p. 87-93.

Alexandre Milovanoff, Thomas Dandres, Caroline Gaudreault, Mohamed Cheriet, Réjean Samson. 2018. « Real-time environmental assessment of electricity use: a tool for sustainable demand-side management programs ». International Journal of Life Cycle Assessment, vol.23, p. 1981-1994.

Duong Tuan Nguyen, Kim Khoa Nguyen, Mohamed Cheriet. 2018. « NFV-based architecture for the interworking between WebRTC and IMS ». IEEE Transactions on Network and Service Management, vol.15, p. 1363-1377.

Chuan Pham, Nguyen H. Tran, Shaolei Ren, Choong Seon Hong, Kim Khoa Nguyen, Mohamed Cheriet. 2018. « Joint energy scheduling and water saving in geo-distributed mixed-use buildings ». IEEE Transactions on Smart Grid, vol.,

Chuan Pham, Nguyen H. Tran, Shaolei Ren, Choong Seon Hong, Kim Khoa Nguyen, Mohamed Cheriet. 2018. « A distributed approach to emergency demand response in geo-distributed mixed-use buildings ». Journal of Building Engineering, vol.19, p. 506-518.

Marta Režnáková, Lukas Tencer, Mohamed Cheriet. 2018. « Elastic memory learning for fuzzy inference models ». Applied Soft Computing Journal, vol.67, p. 1-7.

Ana Carolina Riekstin, Antoine Langevin, Thomas Dandres, Ghyslain Gagnon, Mohamed Cheriet. 2018. « Time Series-Based GHG Emissions Prediction for Smart Homes ». IEEE Transactions on Sustainable Computing, vol.,

Ana Carolina Riekstin, Bruno Bastos Rodrigues, Kim Khoa Nguyen, Teresa Cristina Melo De Brito Carvalho, Catalin Meirosu, Burkhard Stiller, Mohamed Cheriet. 2018. « A survey on metrics and measurement tools for sustainable distributed cloud networks ». IEEE Communications Surveys and Tutorials, vol.20, 27 p. p. 1244-1270.

Yaser Esmaeili Salehani, Saeed Gazor, Mohamed Cheriet. 2018. « Sparse hyperspectral unmixing via heuristic ℓp-norm approach ». IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol.11, 12 p. p. 1191-1202.

Atena Shahkolaei, Hossein Ziaei Nafchi, Somaya Al-Maadeed, Mohamed Cheriet. 2018. « Subjective and objective quality assessment of degraded document images ». Journal of Cultural Heritage, vol.30, 11 p. p. 199-209.

Alireza Shameli Sendi, Habib Louafi, Wenbo He, Mohamed Cheriet. 2018. « Dynamic optimal countermeasure selection for intrusion response system ». IEEE Transactions on Dependable and Secure Computing, vol.15, p. 755-770.

Tara Nath Subedi, Kim Khoa Nguyen, Mohamed Cheriet. 2018. « SDN-based fault-tolerant on-demand and in-advance bandwidth reservation in data center interconnects ». International Journal of Communication Systems, vol.31, 21 p.

Shahin Vakilinia, Mohamed Cheriet. 2018. « Preemptive cloud resource allocation modeling of processing jobs ». Journal of Supercomputing, vol., 35 p.

Hossein Ziaei Nafchi, Mohamed Cheriet. 2018. « Efficient no-reference quality assessment and classification model for contrast distorted images ». IEEE Transactions on Broadcasting, vol.64, p. 518-523.

Ehsan Arabnejad, Reza Farrahi Moghaddam, Mohamed Cheriet. 2017. « PSI: Patch-based script identification using non-negative matrix factorization ». Pattern Recognition, vol.67, p. 328-339.

Youssouf Chherawala, Partha Pratim Roy, Mohamed Cheriet. 2017. « Combination of context-dependent bidirectional long short-term memory classifiers for robust offline handwriting recognition ». Pattern Recognition Letters, vol.90, p. 58-64.

Thomas Dandres, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Yves Lemieux, Réjean Samson, Mohamed Cheriet. 2017. « Consideration of marginal electricity in real-time minimization of distributed data centre emissions ». Journal of Cleaner Production, vol.143, p. 116-124.

Thomas Dandres, Nathan Vandromme, Glasha Obrekht, Andy Wong, Kim Khoa Nguyen, Yves Lemieux, Mohamed Cheriet, Réjean Samson. 2017. « Consequences of future data center deployment in canada on electricity generation and environmental impacts: A 2015-2030 prospective study ». Journal of Industrial Ecology, vol.21, 12 p. p. 1312-1322.

Reza Farrahi Moghaddam, Vahid Asghari, Fereydoun Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2017. « A Monte-Carlo approach to lifespan failure performance analysis of the network fabric in modular data centers ». Journal of Network and Computer Applications, vol.87, p. 131-146.

Zineb Hadjadj, Mohamed Cheriet, Abdelkrim Meziane, Yazid Cherfa. 2017. « A new efficient binarization method: application to degraded historical document images ». Signal, Image and Video Processing, vol.11, 8 p. p. 1155-1162.

Habib Louafi, Stéphane Coulombe, Mohamed Cheriet. 2017. « Multi-objective optimization in dynamic content adaptation of slide documents ». IEEE Transactions on Services Computing, vol.10, p. 231-243.

Faten M’hiri, Luc Duong, Christian Desrosiers, Nagib Dahdah, Joaquim Miró, Mohamed Cheriet. 2017. « Automatic evaluation of vessel diameter variation from 2D X-ray angiography ». International Journal of Computer Assisted Radiology and Surgery, vol.12, p. 1867-1876.

Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet. 2017. « CorrC2G: Color to gray conversion by correlation ». IEEE Signal Processing Letters, vol.24, p. 1651-1655.

Marta Režnáková, Lukas Tencer, Réjean Plamondon, Mohamed Cheriet. 2017. « Forgetting of unused classes in missing data environment using automatically generated data: Application to on-line handwritten gesture command recognition ». Pattern Recognition, vol.72, p. 355-367.

Partha Pratim Roy, Guoqiang Zhong, Mohamed Cheriet. 2017. « Tandem hidden Markov models using deep belief networks for offline handwriting recognition ». Frontiers of Information Technology and Electronic Engineering, vol.18, p. 978-988.

L. Tencer, M. Reznakova, M. Cheriet. 2017. « Summit-Training: A hybrid Semi-Supervised technique and its application to classification tasks ». Applied Soft Computing Journal, vol.50, p. 1-20.

L. Tencer, M. Reznakova, M. Cheriet. 2017. « UFuzzy: Fuzzy models with Universum ». Applied Soft Computing, vol.59, 18 p. p. 1-18.

Xiuzhen Zhang, Yuxuan Li, Ramamohanarao Kotagiri, Lifang Wu, Zahir Tari, Mohamed Cheriet. 2017. « KRNN: k Rare-class Nearest Neighbour classification ». Pattern Recognition, vol.62, p. 33-44.

Vahid Asghari, Reza Farrahi Moghaddam, Mohamed Cheriet. 2016. « Performance analysis of modified BCube topologies for virtualized data center networks ». Computer Communications, vol.96, p. 52-61.

Youssouf Chherawala, Partha Pratim Roy, Mohamed Cheriet. 2016. « Feature set evaluation for offline handwriting recognition systems: application to the recurrent neural network model ». IEEE Transactions on Cybernetics, vol.46, 12 p. p. 2825-2836.

Homa Davoudi, Mohamed Cheriet, Ehsanollah Kabir. 2016. « Lexicon reduction of handwritten Arabic subwords based on the prominent shape regions ». International Journal on Document Analysis and Recognition, vol.19, 15 p. p. 139-153.

Rachid Hedjam, Margaret Kalacska, Max Mignotte, Hossein Ziaei Nafchi, Mohamed Cheriet. 2016. « Iterative classifiers combination model for change detection in remote sensing imagery ». IEEE Transactions on Geoscience and Remote Sensing, vol.54, p. 6997-7008.

Faten M'Hiri, Luc Duong, Christian Desrosiers, Mohamed Leye, Joaquim Miró, Mohamed Cheriet. 2016. « A graph-based approach for spatio-temporal segmentation of coronary arteries in X-ray angiographic sequences ». Computers in Biology and Medicine, vol.79, p. 45-58.

Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2016. « SmartRegion: a region-based, distributed approach to software defined networks ». International Journal of Communication Networks and Distributed Systems, vol.17, p. 206-233.

Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet. 2016. « MUG: A parameterless no-reference jpeg quality evaluator robust to block size and misalignment ». IEEE Signal Processing Letters, vol.23, p. 1577-1581.

Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet. 2016. « Mean deviation similarity index: Efficient and reliable full-reference image quality evaluator ». IEEE Access, vol.4, p. 5579-5590.

Kim-Khoa Nguyen, Mohamed Cheriet. 2016. « Virtual edge-based smart community network management ». IEEE Internet Computing, vol.20, p. 32-41.

Marta Renakova, Lukas Tencer, Mohamed Cheriet. 2016. « Incremental similarity for real-time on-line incremental learning systems ». Pattern Recognition Letters, vol.74, p. 61-67.

Alireza Shameli Sendi, Yosr Jarraya, Makan Pourzandi, Mohamed Cheriet. 2016. « Efficient provisioning of security service function chaining using network security defense patterns ». IEEE Transactions on Services Computing, vol.,

Alireza Shameli-Sendi, Rouzbeh Aghababaei-Barzegar, Mohamed Cheriet. 2016. « Taxonomy of information security risk assessment (ISRA) ». Computers & Security, vol.57, p. 14-30.

Shahin Vakilinia, Behdad Heidarpour, Mohamed Cheriet. 2016. « Energy Efficient Resource Allocation in Cloud Computing Environments ». IEEE Access, vol.4, p. 8544-8557.

Rachid Hedjam, Hossein Ziaei Nafchi, Margaret Kalacska, Mohamed Cheriet. 2015. « Influence of color-to-gray conversion on the performance of document image binarization: toward a novel optimization problem ». IEEE Transactions on Image Processing, vol.24, p. 3637-3651.

Fereydoun Farrahi Moghaddam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2015. « Carbon-aware distributed cloud: multi-level grouping genetic algorithm ». Cluster Computing, vol.18, p. 477-491.

K. K. Nguyen, Mohamed Cheriet. 2015. « Environment-aware virtual slice provisioning in green cloud environment ». IEEE Transactions on Services Computing, vol.8, p. 507-519.

M. Režnáková, L. Tencer, Mohamed Cheriet. 2015. « SO-ARTIST: Self-organized ART-2A inspired clustering for online Takagi-Sugeno fuzzy models ». Applied Soft Computing, vol.31, p. 132-152.

Alireza Shameli-Sendi, Makan Pourzandi, Mohamed Fekih-Ahmed, Mohamed Cheriet. 2015. « Taxonomy of Distributed Denial of Service mitigation approaches for cloud computing ». Journal of Network and Computer Applications, vol.58, p. 165-179.

Tara Nath Subedi, Kim Khoa Nguyen, Mohamed Cheriet. 2015. « OpenFlow-based in-network Layer-2 adaptive multipath aggregation in data centers ». Computer Communications, vol.61, p. 58-69.

L. Tencer, M. Reznakova, Mohamed Cheriet. 2015. « TITS-FM: Transductive incremental Takagi-Sugeno fuzzy models ». Applied Soft Computing Journal, vol.26, p. 531-544.

Guoqiang Zhong, Mohamed Cheriet. 2015. « Tensor representation learning based image patch analysis for text identification and recognition ». Pattern Recognition, vol.48, p. 1211-1224.

H. Ziaei Nafchi, A. Shahkolaei, R. Farrahi Moghaddam, Mohamed Cheriet. 2015. « FSITM: a feature similarity index for tone-mapped images ». IEEE Signal Processing Letters, vol.22, p. 1026-1029.

Youssouf Chherawala, Mohamed Cheriet. 2014. « Arabic word descriptor for handwritten word indexing and lexicon reduction ». Pattern Recognition, vol.47, p. 3477-3486.

Hossein Ziaei Nafchi, Reza Farrahi Moghaddam, Mohamed Cheriet. 2014. « Phase-based binarization of historical manuscripts: Model and application ». IEEE Transactions on Image Processing, vol.23, p. 2916-2930.

Kim-Khoa Nguyen, Mohamed Cheriet, Yves Lemieux. 2014. « Virtual slice assignment in large-scale cloud interconnects ». IEEE Internet Computing, vol.18, p. 37-46.

Alireza Shameli-Sendi, Mohamed Cheriet, Abdelwahab Hamou-Lhadj. 2014. « Taxonomy of intrusion risk assessment and response system ». Computers and Security, vol.45, p. 1-16.

Guoqiang Zhong, Mohamed Cheriet. 2014. « Large margin low rank tensor analysis ». Neural Computation, vol.26, p. 761-780.

Mohamed Cheriet, R. Farrahi Moghaddam, R. Hedjam. 2013. « A learning framework for the optimization and automation of document binarization methods ». Computer Vision and Image Understanding, vol.117, p. 269-280.

Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Mohamed Cheriet. 2013. « A modified GHG intensity indicator: Toward a sustainable global economy based on a carbon border tax and emissions trading ». Energy Policy, vol.57, p. 363-380.

Rachid Hedjam, Mohamed Cheriet. 2013. « Historical document image restoration using multispectral imaging system ». Pattern Recognition, vol.46, p. 2297-2312.

Kim-Khoa Nguyen, Mohamed Cheriet. 2013. « Enabling infrastructure as a service (IaaS) on IP networks: From distributed to virtualized control plane ». IEEE Communications Magazine, vol.51, p. 136-144.

Kim-Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Michel Savoie, Bobby Ho. 2013. « Powering a data center network via renewable energy: A green testbed ». IEEE Internet Computing, vol.17, p. 40-49.

David Rivest-Henault, Mohamed Cheriet. 2013. « 3-D curvilinear structure detection filter via structure-ball analysis ». IEEE Transactions on Image Processing, vol.22, p. 2849-2863.

Mansour Abed, Adel Belouchrani, Mohamed Cheriet, Boualem Boashash. 2012. « Time-frequency distributions based on compact support kernels: properties and performance evaluation ». IEEE Transactions on Signal Processing, vol.60, p. 2814-2827.

Y. Chherawala, M. Cheriet. 2012. « W-TSV: Weighted topological signature vector for lexicon reduction in handwritten Arabic documents ». Pattern Recognition, vol.45, p. 3277-3287.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2012. « AdOtsu: An adaptive and parameterless generalization of Otsu's method for document image binarization ». Pattern Recognition, vol.45, p. 2419-2431.

Rachid Hedjam, Reza F. Moghaddam, Mohamed Cheriet. 2012. « Corrigendum to "A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images" [Pattern Recognition 44 (2011) 2184–2196] ». Pattern Recognition, vol.45, p. 3045-3045.

Mathieu Lemay, Kim-Khoa Nguyen, Bill St Arnaud, Mohamed Cheriet. 2012. « Toward a zero-carbon network converging cloud computing and network virtualization ». IEEE Internet Computing, vol.16, p. 51-59.

Neila Mezghani, Amar Mitiche, Mohamed Cheriet. 2012. « Maximum entropy Gibbs density modeling for pattern classification ». Entropy, vol.14, p. 2478-2491.

R. F. Moghaddam, M. Cheriet. 2012. « Real-time knowledge-based processing of images: application of the online NLPM method to perceptual visual analysis ». IEEE Transactions on Image Processing, vol.21, p. 3390-3404.

Kim Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Victor Reijs, Andrew MacKarel, Alin Pastrama. 2012. « Environmental-aware virtual data center network ». Computer Networks, vol.56, p. 2538-2550.

Solen Quiniou, Mohamed Cheriet, Éric Anquetil. 2012. « Error handling approach using characterization and correction steps for handwritten document analysis ». International Journal on Document Analysis and Recognition, vol.15, p. 125-141.

D. Rivest-Henault, H. Sundar, M. Cheriet. 2012. « Nonrigid 2D/3D registration of coronary artery models with live fluoroscopy for guidance of cardiac interventions ». IEEE Transactions on Medical Imaging, vol.31, p. 1557-1572.

David Rivest-Henault, Reza Farrahi Moghaddam, Mohamed Cheriet. 2012. « A local linear level set method for the binarization of degraded historical document images ». International Journal on Document Analysis and Recognition, vol.15, p. 101-124.

Paul Steenhof, Chris Weber, Martin Brooks, John Spence, Randall Robinson, Rob Simmonds, Cameron Kiddle, David Aikema, Michel Savoie, Bobby Ho, Mathieu Lemay, Jonathan Fung, Mohamed Cheriet. 2012. « A protocol for quantifying the carbon reductions achieved through the provision of low or zero carbon ICT services ». Sustainable Computing: Informatics and Systems, vol.2, p. 23-32.

Mathias M. Adankon, Mohamed Cheriet. 2011. « Help-training for semi-supervised support vector machines ». Pattern Recognition, vol.44, p. 2220-2230.

Mathias M. Adankon, Mohamed Cheriet, Alain Biem. 2011. « Semisupervised learning using Bayesian interpretation : application to LS-SVM ». IEEE Transactions on Neural Networks, vol.22, p. 513-524.

Charles Despins, Fabrice Labeau, Tho Le Ngoc, Richard Labelle, Mohamed Cheriet, Claude Thibeault, François Gagnon, Alberto Leon-Garcia, Omar Cherkaoui, Bill St. Arnaud, Jacques McNeill, Yves Lemieux, Mathieu Lemay. 2011. « Leveraging green communications for carbon emission reductions : techniques, testbeds and emerging carbon footprint standards ». IEEE Communications Magazine, vol.49, p. 101-109.

Vincent Doré, Reza Farrahi Moghaddam, Mohamed Cheriet. 2011. « Non-local adaptive structure tensors : application to anisotropic diffusion and shock filtering ». Image and Vision Computing, vol.29, p. 730-743.

Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2011. « A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images ». Pattern Recognition, vol.44, p. 2184-2196.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2011. « Beyond pixels and regions : a non-local patch means (NLPM) method for content-level restoration, enhancement, and reconstruction of degraded document images ». Pattern Recognition, vol.44, p. 363-374.

David Rivest-Hénault, Mohamed Cheriet. 2011. « Unsupervised MRI segmentation of brain tissues using a local linear model and level set ». Magnetic Resonance Imaging, vol.29, p. 243-259.

Mathias M. Adankon, Mohamed Cheriet. 2010. « Genetic algorithm-based training for semi-supervised SVM ». Neural Computing and Applications, vol.19, p. 1197-1206.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2010. « A multi-scale framework for adaptive binarization of degraded document images ». Pattern Recognition, vol.43, p. 2186-2198.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2010. « A variational approach to degraded document enhancement ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.32, p. 1347-1361.

A. Sehad, N. Bessah, I. Touari, Y. Benfattoum, H. Khali, Mohamed Cheriet. 2010. « A new PCA-based face authentication approach for smart-card implementation ». International Review on Computers and Software, vol.5, p. 384-389.

Mathias M. Adankon, Mohamed Cheriet. 2009. « Model selection for the LS-SVM : application to handwriting recognition ». Pattern Recognition, vol.42, p. 3264-3270.

Mathias M. Adankon, Mohamed Cheriet, Alain Biem. 2009. « Semisupervised least squares support vector machine ». IEEE Transactions on Neural Networks, vol.20, p. 1858-1870.

Messaoud Bengherabi, Lamia Mezai, Farid Harizi, Abderrazak Guessoum, Mohamed Cheriet. 2009. « 2DPCA-based techniques in DCT domain for face recognition ». International Journal of Intelligent Systems Technologies and Applications, vol.7, p. 243-265.

Mohamed Cheriet, Horst Bunke, Jianying Hu, Fumitaka Kimura, Ching Y. Suen. 2009. « New frontiers in handwriting recognition ». Pattern Recognition, vol.42, p. 3129-3130.

Mohamed Cheriet, Mounim El Yacoubi, Hiromichi Fujisawa, Daniel Lopresti, Guy Lorette. 2009. « Handwriting recognition research : twenty years of achievement... and beyond ». Pattern Recognition, vol.42, p. 3131-3135.

Vincent Doré, Mohamed Cheriet. 2009. « Robust NL-means filter with optimal pixel-wise smoothing parameter for statistical image denoising ». IEEE Transactions on Signal Processing, vol.57, p. 1703-1716.

Nader Fnaiech, Farhat Fnaiech, B. W. Jervis, Mohamed Cheriet. 2009. « The combined statistical stepwise and iterative neural network pruning algorithm ». Intelligent Automation & Soft Computing, vol.15, p. 573-589.

Safeya Mamish, Mohamed Cheriet. 2009. « Correcting arabic OCR errors using improved topic-based language models ». International Journal of Computer Processing of Languages, vol.22, p. 321-340.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2009. « Low quality document image modeling and enhancement ». International Journal on Document Analysis and Recognition, vol.11, p. 183-201.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2009. « RSLDI : restoration of single-sided low-quality document images ». Pattern Recognition, vol.42, p. 3355-3364.

Hassan Seddik, Mounir Sayadi, Farhat Fnaiech, Mohamed Cheriet. 2009. « Image watermarking based on the hessenberg transform ». International Journal of Image and Graphics, vol.9, p. 411-433.

Neila Mezghani, Amar Mitiche, Mohamed Cheriet. 2008. « Bayes classification of online Arabic characters by Gibbs modeling of class conditional densities ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.30, p. 1121-1131.

Mounir Sayadi, Samir Sakrane, Farhat Fnaiech, Mohamed Cheriet. 2008. « Gray-level texture characterization based on a new adaptive nonlinear auto-regressive filter ». Electronic Letters on Computer Vision and Image Analysis, vol.7, p. 40-53.

Mathias M. Adankon, Mohamed Cheriet. 2007. « Optimizing resources in model selection for support vector machine ». Pattern Recognition, vol.40, p. 953-963.

N. Kharma, H. Moghnieh, J. Yao, Y. P. Guo, A. Abu-Baker, J. Laganiere, G. Rouleau, Mohamed Cheriet. 2007. « Automatic segmentation of cells from microscopic imagery using ellipse detection ». IET Image Processing, vol.1, p. 39-47.

Saeid Saryazdi, Mohamed Cheriet. 2007. « PKCS: a polynomial kernel family with compact support for scale-space image processing ». IEEE Transactions on Image Processing, vol.16, p. 2299-2308.

H. Seddik, M. Sayadi, F. Fnaiech, Mohamed Cheriet. 2007. « A new multi-domains image watermarking method based on multi-watermarks embedding and neural network segmentation ». Applied Mathematical Sciences, vol.1, p. 1927-1939.

E. Ben Braiek, Mohamed Cheriet, V. Doré. 2006. « Conception d’une nouvelle famille de noyaux séparables à support compact appliqués à l’extraction des données visuelles manuscrites ». Traitement du Signal, vol.23, p. 25-40.

Mohamed Cheriet, Vincent Doré. 2006. « Amincissement-sans-segmentation et rehaussement des images de niveau de gris par un filtre de chocs utilisant des champs de diffusion ». Traitement du Signal, vol.23, p. 79-94.

Y. Fataicha, Mohamed Cheriet, J.Y. Nie, C.Y. Suen. 2006. « Retrieving poorly degraded OCR documents ». International Journal on Document Analysis and Recognition, vol.8, p. 15-26.

N.E. Ayat, Mohamed Cheriet, C.Y. Suen. 2005. « Automatic model selection for the optimization of SVM kernels ». Pattern Recognition, vol.38, p. 1733-1746.

Ezzedine Ben Braiek, Mohamed Cheriet, Vincent Doré. 2005. « SKCS-A separable kernel family with compact support to improve visual segmentation of handwritten data ». Electronic Letters on Computer Vision and Image Analysis, vol.5, p. 14-29.

Mohamed Cheriet, Jean-Christophe Demers, Sylvain Deblois. 2005. « Shock filter-based diffusion fields—application to grayscale character image processing ». International Journal of Image and Graphics, vol.5,

Neila Mazghani, Amar Mitiche, Mohamed Cheriet. 2005. « A new representation of shape and its use for high performance in on-line Arabic character recognition by an associative memory ». International Journal on Document Analysis and Recognition, vol.7, p. 201-210.

J. Milgram, Robert Sabourin, Mohamed Cheriet. 2005. « Système de classification à deux niveaux de décision combinant approche par modélisation et machines à vecteurs de support ». Traitement du Signal, vol.22, p. 293-304.

Jonathan Milgram, Robert Sabourin, Mohamed Cheriet. 2005. « Combining model-based and discriminative approaches in a modular two-stage classification system : application to isolated handwritten digit recognition ». Electronic Letters on Computer Vision and Image Analysis, vol.5, p. 1-15.

K. T. Abou-Moustafa, Mohamed Cheriet, C. Y. Suen. 2004. « On the structure of hidden Markov models ». Pattern Recognition Letters, vol.25, p. 923-931.

Yousef Al-Ohali, Mohamed Cheriet, Ching Suen. 2003. « Databases for recognition of handwritten Arabic cheques ». Pattern Recognition, vol.36, p. 111-121.

Mohamed Cheriet, L. Remaki. 2003. « Enhanced and restored signals as a generalized solution for shock filter models. Part II - numerical study ». Journal of Mathematical Analysis and Applications, vol.279, p. 398-417.

Lakhdar Remaki, Mohamed Cheriet. 2003. « Enhanced and restored signals as a generalized solution for shock filter models. Part I - existence and uniqueness result of the Cauchy problem ». Journal of Mathematical Analysis and Applications, vol.279, p. 189-209.

Lakhdar Remaki, Mohamed Cheriet. 2003. « Numerical schemes of shock filter models for image enhancement and restoration ». Journal of Mathematical Imaging and Vision, vol.18, p. 129-143.

Xiangyun Ye, Mohamed Cheriet, Ching Y. Suen. 2002. « StrCombo : combination of string recognizers ». Pattern Recognition Letters, vol.23, p. 381-394.

Ye Xiangyun, Mohamed Cheriet, Ching Y. Suen. 2001. « A generic method of cleaning and enhancing handwritten data from business forms ». International Journal on Document Analysis and Recognition, vol.4, p. 84-96.

Ye Xiangyun, Mohamed Cheriet, Ching Y. Suen. 2001. « Stroke-model-based character extraction from gray-level document images ». IEEE Transactions on Image Processing, vol.10, p. 1152-1161.

Lakhdar Remaki, Mohamed Cheriet. 2000. « KCS - new kernel family with compact support in scale space : formulation and impact ». IEEE Transactions on Image Processing, vol.9, p. 970-981.

Mohamed Cheriet. 1999. « Extraction of handwritten data from noisy gray-level images using a multiscale approach ». International Journal of Pattern Recognition and Artificial Intelligence, vol.13, p. 665-684.

Mohamed Cheriet, Y. H. Yang. 1999. « Vision Interface - real world applications of computer vision - preface ». International Journal of Pattern Recognition and Artificial Intelligence, vol.13, p. 589-590.

Xiangyun Ye, Mohamed Cheriet, Y. Ching Suen, Ke Liu. 1999. « Extraction of bankcheck items by mathematical morphology ». International Journal on Document Analysis and Recognition, vol.2, p. 53-66.

Mohamed Cheriet, J. N. Said, C. Y. Suen. 1998. « A recursive thresholding technique for image segmentation ». IEEE Transactions on Image Processing, vol.7, p. 918-921.

M. Coté, E. Lecolinet, Mohamed Cheriet, Ching Y. Suen. 1998. « Automatic reading of cursive scripts using a reading model and perceptual concepts : the PERFECTO system ». International Journal on Document Analysis and Recognition, vol.1, p. 3-17.

Ke Liu, Ching Y. Suen, Mohamed Cheriet, Joseph N. Said, Christine Nadal, Yuan Y. Tang. 1997. « Automatic extraction of baselines and data from check images ». International Journal of Pattern Recognition and Artificial Intelligence, vol.11, p. 675-697.

Ching Y. Suen, L. Lam, D. Guillevic, N. W. Strathy, Mohamed Cheriet, J. N. Said, R. Fan. 1996. « Bank check processing system ». International Journal of Imaging Systems and Technology, vol.7, p. 392-403.

Yuan Y. Tang, Ching Y. Suen, Yan Chang De, Mohamed Cheriet. 1995. « Financial document processing based on staff line and description language ». IEEE Transactions on Systems, Man and Cybernetics, vol.25, p. 738-754.

Mohamed Cheriet, Ching Y. Suen. 1993. « Extraction of key letters for cursive script recognition ». Pattern Recognition Letters, vol.14, p. 1009-1017.

Ching Y. Suen, R. Legault, C. Nadal, Mohamed Cheriet, L. Lam. 1993. « Building a new generation of handwriting recognition systems ». Pattern Recognition Letters, vol.14, p. 303-315.

Patent (2)

Makan Pourzandi, Mohamed Fekih Ahmed, Mohamed Cheriet, Chamseddine Talhi. 2018-03-06. « Multi-tenant isolation in a cloud environment using software defined networking ».

Mohamed Cheriet. 2006-04-25. « Method and system for measuring the energy of a signal ».

Conference report (243)

Hanane Boukerma, Christophe Choisy, Abdallah Benouareth, Nadir Farah, Mohamed Cheriet. 2018. « Hybrid two-dimensional recognizer based on the NSHP-HMM model ». 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Niagara Falls, ON, Canada, Aug. 5-8, 2018) p. 582-586. Los Alamitos, CA, USA. IEEE Computer Society.

Hanene Boukerma, Christophe Choisy, Nadir Farah, Mohamed Cheriet. 2018. « Baseline-based zoning design for the NSHPZ-HMM 2-D model applied to Arabic script ». 2nd IEEE International Workshop on Arabic and Derived Script Analysis and Recognition (ASAR 2018) (London, United kingdom, Mar. 12- 14, 2018) p. 41-46. IEEE.

Moshen Karimzadeh Kiskani, Shahin Vakilinia, Mohamed Cheriet. 2018. « Popularity based file categorization and coded caching in 5G networks ». IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) (Montreal, QC, Canada, Oct. 08-13, 2017) 5 p. IEEE.

Chuan Pham, Duong Tuan Nguyen, H. Tran Nguyen, Kim Khoa Nguyen, Mohamed Cheriet. 2018. « Dynamic controller/switch mapping in virtual networks service chains ». 2018 IEEE Global Communications Conference (GLOBECOM) (Abu Dhabi, United Arab Emirates, Dec. 9-13, 2018) 6 p. Piscataway, NJ, USA. IEEE.

Njakarison Menja Randriamasinoro, Kim Khoa Nguyen, Mohamed Cheriet. 2018. « Optimized resource allocation in edge-cloud environment ». 2018 Annual IEEE International Systems Conference (SysCon) (Vancouver, BC, Canada, Apr. 23-26, 2018) 8 p. Piscataway, NJ, USA. IEEE.

Atena Shahkolaei, Azeddine Beghdadi, Somaya Al-maadeed, Mohamed Cheriet. 2018. « MHDID: A multi-distortion historical document image database ». 2018 IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition (ASAR) (London, UK, Mar. 12-14, 2018) p. 156-160. Piscataway, NJ, USA. IEEE.

Meriem Amina Si Saber, Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet. 2018. « Featuring Real-Time imbalanced network traffic classification ». 2018 IEEE Confs on Internet of Things, Green Computing and Communications, Cyber, Physical and Social Computing, Smart Data, Blockchain, Computer and Information Technology, Congress on Cybermatics (Halifax, NS, Canada, July 30-Aug. 3, 2018) p. 840-846. IEEE.

Shahin Vakilinia, Iman Vakilinia, Mohamed Cheriet. 2018. « Green process offloading in smart home ». IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) (Montreal, Qc, Canada, Oct. 09-13, 2017) 5 p. IEEE.

Sherif Abuelwafa, Mohamed Mhiri, Rachid Hedjam, Sara Zhalehpour, Andrew Piper, Chad Wellmon, Mohamed Cheriet. 2017. « Feature learning for footnote-based document image classification ». 14th International Conference on Image Analysis and Recognition, ICIAR 2017, July 5, 2017 - July 7, 2017 (Montreal, QC, Canada, July 05-07, 2017) p. 643-650. Springer Verlag.

Mounir Mokhtari, Hamdi Aloulou, Bessam Abdulrazak. Rasel Chowdhury, Hakima Ould-Slimane, Chamseddine Talhi, Mohamed Cheriet. 2017. « Attribute-based encryption for preserving smart home data privacy ». Enhanced Quality of Life and Smart Living : 15th International Conference, ICOST 2017, Paris, France, August 29-31, 2017, Proceedings (Paris, France, Aug. 29-31, 2017) p. 185-197. Springer Verlag.

Meriem Gagaoua, Hamza Ghilas, Abdelkamel Tari, Mohamed Cheriet. 2017. « Distribution, directional, structural and concavity features for historical Arabic handwritten recognition: A comparative study ». ACM International Conference of Computing for Engineering and Sciences ( ICCES) (Istanbul, Turkey, July 22-24, 2017) p. 70-75. Association for Computing Machinery.

Abderrahmane Ledjiar, Emmanuel Sampin, Chamseddine Talhi, Mohamed Cheriet. 2017. « Network function virtualization as a service for multi-tenant software defined networks ». 4th International Conference on Software-Defined Systems (SDS) (Valencia, Spain, May, 08-11 2017) p. 168-173. Piscataway, NJ, USA. IEEE.

Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet. 2017. « Footnote-based document image classification using 1D convolutional neural networks and histograms ». Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Montreal, QC, Canada, Nov. 28 - Dec. 01, 2017) 5 p. Piscataway, NJ, USA. IEEE.

Mohamed Mhiri, Mohamed Cheriet, Christian Desrosiers. 2017. « Query-by-example word spotting using multiscale features and classification in the space of representation differences ». IEEE International Conference on Image Processing (ICIP) (Beijing, China, Sept. 17-20, 2017) p. 1112-1116. Piscataway, NJ, USA. IEEE.

Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2017. « Transparent clouds: An enhancement to abstraction ». 10th IEEE International Conference on Cloud Computing (CLOUD) (Honolulu, HI, USA, June 25-27, 2017) p. 718-722. IEEE Computer Society.

Duong Tuan Nguyen, Kim Khoa Nguyen, Mohamed Cheriet. 2017. « Optimized IoT service orchestration ». IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC) (Montreal, QC, Canada, Oct. 8-13, 2017) 6 p. Piscataway, NJ, USA. IEEE.

Ana Carolina Riekstin, Rachid Hedjamt, Thomas Dandrest, Mohamed Cheriet. 2017. « Statistical-based method to determine the best hour of the day regarding GHG emissions for a smart home appliance ». 2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI) (San Francisco, CA, USA, Aug. 04-08, 2017) 8 p. Piscataway, NJ, USA. IEEE.

Yaser Esmaeili Salehani, Mohamed Cheriet. 2017. « Non-dictionary aided sparse unmixing of hyperspectral images via weighted nonnegative matrix factorization ». 14th International Conference on Image Analysis and Recognition, ICIAR 2017, July 5, 2017 - July 7, 2017 (Montreal, QC, Canada, July 05-07, 2017) p. 596-604. Springer Verlag.

Yaser Esmaeili Salehani, Saeed Gazor, Mohamed Cheriet. 2017. « A new weighted lp-norm for sparse hyperspectral unmixing ». IEEE Global Conference on Signal and Information Processing (GlobalSIP) (Montreal, QC, Canada, Nov. 14-16, 2017) p. 1255-1259. Piscataway, NJ, USA. IEEE.

Alireza Shameli-Sendi, Habib Louafi, Mohamed Cheriet. 2017. « Payless monitoring service for tenants in cloud with traffic and energy-aware function deployment ». IEEE International Conference on Cloud Computing Technology and Science (CloudCom) (Hong Kong, China, Dec. 11-14, 2017) p. 247-254. IEEE.

Julien Walzberg, Thomas Dandres, Réjean Samson, Nicolas Merveille, Mohamed Cheriet. 2017. « An agent-based model to evaluate smart homes sustainability potential ». IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC) (Montreal, QC, Canada, Oct. 08-13, 2017) 7 p. Piscataway, NJ, USA. IEEE.

Sara Zhalehpour, Andrew Piper, Chad Wellmon, Mohamed Cheriet. 2017. « Footnote-based document image classification ». 14th International Conference on Image Analysis and Recognition, ICIAR 2017, July 5, 2017- July 7 2017 (Montreal, QC, Canada, July 05-07, 2017) p. 634-642. Springer.

A. LeonGarcia, R. Lenort, D. Holman, D. Stas, V. Krutilova, P. Wicher, D. Caganova, D. Spirkova, J. Golej, K. Nguyen. Marc-Olivier Arsenault, Hanen Garcia Gamardo, Kim-Khoa Nguyen, Mohamed Cheriet. 2016. « Session based communication for vital machine to machine applications ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-14, 2015) p. 917-919. Springer.

Asim Baig, Somaya Al-Maadeed, Ahmed Bouridane, Mohamed Cheriet. 2016. « Direct unsupervised text line extraction from colored historical manuscript images using DCT ». Image Analysis and Recognition : 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings (Povoa de Varzim, Portugal, July 13-16, 2016) p. 753-762. Springer Verlag.

Abdolkhalegh Bayati, Vahid Asghari, Kim Nguyen, Mohamed Cheriet. 2016. « Gaussian process regression based traffic modeling and prediction in high-speed networks ». IEEE Global Communications Conference (GlobeCom) (Washington, DC, USA, Dec. 04-08, 2016) 7 p. IEEE.

Thomas Dandres, Reza Farrahi Moghaddam, Kim Nguyen, Yves Lemieux, Mohamed Cheriet, Rejean Samson. 2016. « Applications and challenges of life cycle assessment in the context of a green sustainable telco cloud ». Smart City 360 - First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Bratislava, Slovakia, Oct. 13-14, 2015) p. 227-238. Springer Verlag.

Thomas Dandres, Rejean Samson, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Mohamed Cheriet, Yves Lemieux. 2016. « The green sustainable telco cloud: Minimizing greenhouse gas emissions of server load migrations between distributed data centres ». International Workshop on Green ICT and Smart Networking (GISN 2016) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) p. 383-387. IEEE.

Meryem Elbaham, Kim Khoa Nguyen, Mohamed Cheriet. 2016. « A traffic visualization framework for monitoring large-scale inter-datacenter network ». 12th International Conference on Network and Service Management (CNSM) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) p. 277-281. IEEE.

A. LeonGarcia, R. Lenort, D. Holman, D. Stas, V. Krutilova, P. Wicher, D. Caganova, D. Spirkova, J. Golej, K. Nguyen. Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2016. « A novel approach to enabling sustainable actions in the context of smart house/smart city verticals using autonomous, cloud-enabled smart agents ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Bratislava, Slovakia, Oct. 13-14, 2015) p. 913-914. Springer Int Publishing Ag.

Zineb Hadjadj, Abdelkrim Meziane, Yazid Cherfa, Mohamed Cheriet, Insaf Setitra. 2016. « ISauvola: Improved Sauvolas algorithm for document image binarization ». Image Analysis and Recognition : 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings (Povoa de Varzim, Portugal, July 13-16, 2016) p. 737-745. Springer Verlag.

Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2016. « Federal Smart House Regulator (FSHR): A self-managing and ecosystemic approach to resource management, automation, and sustainability in smart houses ». Proceedings - 2016 IEEE International Conference on Cloud Engineering Workshops, (IC2EW) (Berlin, Germany, Apr. 4-8, 2016) p. 36-41. IEEE.

Duong Tuan Nguyen, Kim Khoa Nguyen, Saida Khazri, Mohamed Cheriet. 2016. « Real-time optimized NFV architecture for internetworking WebRTC and IMS ». International Telecommunications Network Strategy and Planning Symposium (Networks) (Montreal, QC, Canada, Sept. 26-28, 2016) p. 81-88. IEEE.

A. LeonGarcia, R. Lenort, D. Holman, D. Stas, V. Krutilova, P. Wicher, D. Caganova, D. Spirkova, J. Golej, K. Nguyen. Pascal Potvin, Hanen Garcia Gamardo, Kim-Khoa Nguyen, Mohamed Cheriet. 2016. « Hyper heterogeneous cloud-based IMS software architecture: A proof-of-concept and empirical analysis ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-14, 2015) p. 250-262. Springer.

Alberto Leon-Garcia, Radim Lenort, David Holman, David Staš, Veronika Krutilova, Pavel Wicher, Dagmar Cagáňová, Daniela Špirková, Julius Golej, Kim Nguyen. Pascal Potvin, Mahdy Nabaee, Fabrice Labeau, Kim-Khoa Nguyen, Mohamed Cheriet. 2016. « Micro Service cloud computing pattern for next generation networks ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-14, 2015) p. 263-274. Springer International Publishing.

Ana Carolina Riekstin, Thomas Dandres, Kim Khoa Nguyen, Réjean Samson, Mohamed Cheriet. 2016. « Monitoring and measurement system for green operation of geographically distributed ICT services ». 12th International Conference on Network and Service Management (CNSM) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) p. 406-411. IEEE.

Adel Titous, Mohamed Cheriet, Abdelouahed Gherbi. 2016. « Toward an architectural model for highly-dynamic multi-tenant multi-service cloud-oriented platforms ». Smart City 360 - First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Bratislava, Slovakia, Oct. 13-14, 2015) p. 203-214. Springer Verlag.

Shahin Vakilinia, Mohamed Cheriet, Jananjoy Rajkumar. 2016. « Dynamic resource allocation of smart home workloads in the cloud ». 12th International Conference on Network and Service Management (CNSM) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) p. 367-370. IEEE.

A. LeonGarcia, R. Lenort, D. Holman, D. Stas, V. Krutilova, P. Wicher, D. Caganova, D. Spirkova, J. Golej, K. Nguyen. Julien Walzberg, Thomas Dandres, Mohamed Cheriet, Réjean Samson. 2016. « How to address behavioral issues in the environmental assessment of complex systems: Case of a smart building ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-14, 2015) p. 911-912. Springer.

Samy Zemmouri, Shahin Vakilinia, Mohamed Cheriet. 2016. « Let's adapt to network change: Towards energy saving with rate adaptation in SDN ». 12th International Conference on Network and Service Management (CNSM) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) p. 272-276. IEEE.

Guoqiang Zhong, Yaxin Shi, Mohamed Cheriet. 2016. « Relational Fisher analysis: A general framework for dimensionality reduction ». International Joint Conference on Neural Networks (IJCNN) (Vancouver, BC, Canada, July 24-29, 2016) p. 2244-2251. Piscataway, NJ, USA. IEEE.

Mohamed Fekih Ahmed, Chamseddine Talhi, Mohamed Cheriet. 2015. « Towards flexible, scalable and autonomic virtual tenant slices ». 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM) (Ottawa, ON, Canada, May 11-15, 2015) p. 720-726. Piscataway, NJ, USA. IEEE.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2015. « A multiple-expert binarization framework for multispectral images ». 2015 13th International Conference on Document Analysis and Recognition (ICDAR) (Tunis, Tunisia, Aug. 23-26, 2015) p. 321-325. IEEE.

Rachid Hedjam, Hossein Ziaei Nafchi, Reza Farrahi Moghaddam, Margaret Kalacska, Mohamed Cheriet. 2015. « ICDAR 2015 contest on MultiSpectral text extraction (MS-TEx 2015) ». 2015 13th International Conference on Document Analysis and Recognition (ICDAR) (Tunis, Tunisia, Aug. 23-26, 2015) p. 1181-1185. Piscataway, NJ, USA. IEEE.

Yosr Jarraya, Alireza Shameli-Sendi, Makan Pourzandi, Mohamed Cheriet. 2015. « Multistage OCDO: scalable security provisioning optimization in SDN-based cloud ». 2015 IEEE 8th International Conference on Cloud Computing (CLOUD) (New York, NY, USA, June 27-July 2, 2015) p. 572-579. Los Alamitos, CA, USA. IEEE Computer Society.

Faten M'Hiri, T. Hoang Ngan Le, Luc Duong, Christian Desrosiers, Mohamed Cheriet. 2015. « Hierarchical segmentation and tracking of coronary arteries in 2D X-ray angiography sequences ». 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) p. 1707-1711. Piscataway, NJ, USA. IEEE.

Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2015. « 40 Gbps access for Metro networks: implications in terms of sustainability and innovation from an LCA perspective ». EnviroInfo & ICT4S, Conference Proceedings (Copenhagen, Denmark, Sept. 6-9, 2015) p. 251-260. Atlantis Press.

Abdelmalik Ouamane, Messaoud Bengherabi, Abdenour Hadid, Mohamed Cheriet. 2015. « Side-information based exponential discriminant analysis for face verification in the wild ». 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG 2015) (Ljubljana, Slovenia, May 04-08, 2015) Institute of Electrical and Electronics Engineers.

Céline Rémi, Lionel Prévost, Eric Anquetil. Marta Režnáková, Lukas Tencer, Réjean Plamondon, Mohamed Cheriet. 2015. « The generation of synthetic handwritten data for improving on-line learning ». Drawing, Handwriting Processing Analysis: New Advances and Challenges : Proceedings of the 17th Biennial Conference of the International Graphonomics (Pointe-à-Pitre & Saint-Claude, Guadeloupe, June 21-25, 2015) p. 55-58. Université des Antilles - Service commun de la documentation, bibliothèques et édition numériques.

Abdenour Sehad, Youcef Chibani, Mohamed Cheriet, Yacine Yaddaden. 2015. « Co-occurrence matrix for ancient degraded document image binarization ». 2émes Journées Scientifiques du Laboratoire Communication Parlée et Traitement des Signaux (LCPTS) (, Jan. 14-15, 2015) 4 p.

Abdenour Sehad, Youcef Chibani, Rachid Hedjam, Mohamed Cheriet. 2015. « LBP-based degraded document image binarization ». 2015 International Conference on Image Processing Theory, Tools and Applications (IPTA) (Orléans, France, Nov. 10-13, 2015) p. 213-217. Piscataway, NJ, USA. IEEE.

Alireza Shameli-Sendi, Yosr Jarraya, Mohamed Fekih-Ahmed, Makan Pourzandi, Chamseddine Talhi, Mohamed Cheriet. 2015. « Optimal placement of sequentially ordered virtual security appliances in the cloud ». 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM) (Ottawa, ON, Canada, May 11-15, 2015) p. 818-821. Piscataway, NJ, USA. IEEE.

Alireza Shameli-Sendi, Habib Louafi, Wenbo He, Mohamed Cheriet. 2015. « A defense-centric model for multi-step attack damage cost evaluation ». 2015 3rd International Conference on Future Internet of Things and Cloud (FiCloud) (Rome, Italy, Aug. 24-26, 2015) p. 145-149. IEEE.

Lukas Tencer, Marta Reznakova, Mohamed Cheriet. 2015. « Evaluation of techniques for signature classification from accelerometer and gyroscope data ». 2015 13th International Conference on Document Analysis and Recognition (ICDAR) (Tunis, Tunisia, Aug. 23-26, 2015) p. 1066-1070. Piscataway, NJ, USA. IEEE.

Céline Rémi, Lionel Prévost, Eric Anquetil. Lukas Tencer, Marta Režnáková, Mohamed Cheriet. 2015. « Online sketch recognition with incremental fuzzy models ». Drawing, Handwriting Processing Analysis: New Advances and Challenges : Proceedings of the 17th Biennial Conference of the International Graphonomics (Pointe-à-Pitre & Saint-Claude, Guadeloupe, June 21-25, 2015) p. 25-28. Université des Antilles - Service commun de la documentation, bibliothèques et édition numériques.

Céline Rémi, Lionel Prévost, Eric Anquetil. Lukas Tencer, Marta Režnáková, Mohamed Cheriet. 2015. « Universum learning for semi-supervised signature recognition from spatio-temporal data ». Drawing, Handwriting Processing Analysis: New Advances and Challenges : Proceedings of the 17th Biennial Conference of the International Graphonomics (Pointe-à-Pitre & Saint-Claude, Guadeloupe, June 21-25, 2015) p. 139-142. Université des Antilles - Service commun de la documentation, bibliothèques et édition numériques.

Marc Antonio Torrez Rojas, Nelson Mimura Gonzalez, Fernando Sbampato, Fernando Redigolo, Tereza Cristina Melo de Brito Carvalho, Kim Koa Nguyen, Mohamed Cheriet. 2015. « Inclusion of security requirements in SLA lifecycle management for cloud computing ». 2015 IEEE 2nd Workshop on Evolving Security and Privacy Requirements Engineering (ESPRE) (Ottawa, ON, Canada, Aug. 20-25, 2015) p. 7-12. IEEE.

Mingli Zhang, Christian Desrosiers, Caiming Zhang, Mohamed Cheriet. 2015. « Effective document image deblurring via gradient histogram preservation ». 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) p. 779-783. Piscataway, NJ, USA. IEEE.

Youssouf Chherawala, Partha Pratim Roy, Mohamed Cheriet. 2014. « Context-dependent BLSTM models. Application to offline handwriting recognition ». 2014 IEEE International Conference on Image Processing (ICIP) (Paris, France, Oct. 27-30, 2014) p. 2565-2569. Piscataway, N. J., USA. IEEE.

T. Dandres, R. Farrahi Moghaddam, K.-K. Nguyen, Y. Lemieux, M. Cheriet, R. Samson. 2014. « Real-time optimization of a Green Sustainable Telco Cloud network of servers using consequential life cycle assessement ». Society and Materials International Conference (SAM8), Liège, Belgium (2014) (Liège, Belgium, May 21-22, 2014) 19 p.

Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Thomas Dandres, Yves Lemieux, Réjean Samson, Mohamed Cheriet. 2014. « Challenges and complexities in application of LCA approaches in the case of ICT for a sustainable future ». ICT for Sustainability 2014 (ICT4S 2014) (Stockholm, Sweden, Aug. 24-27, 2014) p. 155-164. Atlantis Press.

Mohamed Fekih Ahmed, Chamseddine Talhi, Makan Pourzandi, Mohamed Cheriet. 2014. « A software-defined scalable and autonomous architecture for multi-tenancy ». 2014 IEEE International Conference on Cloud Engineering (IC2E) (Boston, MA, USA, Mar. 11-14, 2014) p. 568-573. Los Alamitos, CA, USA. IEEE Computer Society.

Z. Hadjadj, A. Maziane, Mohamed Cheriet, Y. Cherfa. 2014. « An active contour based method for image binarization: application to degraded historical document images ». Proceedings. 2014 14th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Heraklion, Greece, Sept. 1-4, 2014) p. 655-660. Los Alamitos, CA, USA. IEEE Computer Society.

Rachid Hedjam, Mohamed Cheriet, Margaret Kalacska. 2014. « Constrainted energy maximization and self-referencing method for invisible ink detection from multispectral historical document images ». 2014 22nd International Conference on Pattern Recognition (ICPR) (Stockholm, Sweden, Aug. 24-28, 2014) p. 3026-3031. IEEE.

E. Maurice, T. Dandres, R. Farrahi Moghaddam, K. K. Nguyen, Y. Lemieux, M. Cheriet, R. Samson. 2014. « Carbon footprint reduction of a cloud computing service using a predictive dynamic LCA model ». Society and Materials International Conference (SAM8) (Liège, Belgium, May 21-22, 2014) 23 p.

Elsa Maurice, Thomas Dandres, Réjean Samson, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Mohamed Cheriet, Yves Lemieux. 2014. « Modelling of electricity mix in temporal differentiated life-cycle-assessment to minimize carbon footprint of a cloud computing service ». ICT for Sustainability 2014, ICT4S 2014 (Stockholm, Sweden, Aug. 24-27, 2014) p. 290-298. Atlantis Press.

P. P. Roy, Y. Chherawala, Mohamed Cheriet. 2014. « Deep-belief-network based rescoring approach for handwritten word recognition ». Proceedings. 2014 14th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Heraklion, Greece, Sept. 1-4, 2014) p. 506-511. Los Alamitos, CA, USA. IEEE Computer Society.

A. Sehad, Y. Chibani, Mohamed Cheriet. 2014. « Gabor filters for degraded document image binarization ». Proceedings. 2014 14th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Heraklion, Greece, Sept. 1-4, 2014) p. 702-707. Los Alamitos, CA, USA. IEEE Computer Society.

Alireza Shameli-Sendi, Mohamed Cheriet. 2014. « Cloud computing: a risk assessment model ». 2014 IEEE International Conference on Cloud Engineering (IC2E) (Boston, MA, USA, Mar. 11-14, 2014) p. 147-152. Los Alamitos, CA, USA. IEEE Computer Society.

N. Vandromme, T. Dandres, G. Obrekht, A. Wong, R. Farrahi Moghaddam, K.-K. Nguyen, Y. Lemieux, M. Cheriet, R. Samson. 2014. « Coupling partial energy model with Consequential Life Cycle Analysis in order to evaluate the long-term Impacts of the implantation of data-centers in Canada ». Society and Materials International Conference (SAM8), Liège, Belgium (2014) (Liège, Belgium, May 21-22, 2014) 24 p.

Nathan Vandromme, Thomas Dandres, Elsa Maurice, Réjean Samson, Saida Khazri, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Mohamed Cheriet, Yves Lemieux. 2014. « Life cycle assessment of videoconferencing with call management servers relying on virtualization ». ICT for Sustainability 2014, ICT4S 2014 (Stockholm, Sweden, Aug. 24-27, 2014) p. 281-289. Atlantis Press.

Z. Boulkenafet, M. Bengherabi, F. Harizi, O. Nouali, M. Cheriet. 2013. « Forensic evidence reporting using GMM-UBM, JFA and I-vector methods: Application to Algerian Arabic dialect ». 2013 8th International Symposium on Image and Signal Processing and Analysis (ISPA) (Trieste, Italy, Sept. 4-6, 2013) p. 404-409. Piscataway, NJ, USA. IEEE.

Z. Boulkenafet, M. Bengherabi, O. Nouali, Mohamed Cheriet. 2013. « Using the conformal embedding analysis to compensate the channel effect in the I-vector based speaker verification system ». 2013 International Conference of the Biometrics Special Interest Group (BIOSIG) (Darmstadt, Germany, Sept. 5-6, 2013) 8 p. Piscataway, N. J., USA. IEEE.

Y. Chherawala, P. P. Roy, Mohamed Cheriet. 2013. « Feature Design for Offline Arabic Handwriting Recognition: Handcrafted vs Automated? ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) p. 290-294. Piscataway, N. J., USA. IEEE.

Zhong Guoqiang, Y. Chherawala, Mohamed Cheriet. 2013. « An empirical evaluation of supervised dimensionality reduction for recognition ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) p. 1315-1319. Piscataway, N. J., USA. IEEE.

Rachid Hedjam, Mohamed Cheriet. 2013. « Ground-truth estimation in multispectral representation space: Application to degraded document image binarization ». Proceedings - 12th International Conference on Document Analysis and Recognition (ICDAR) (Washington D.C., USA, Aug. 25-28, 2013) p. 190-194. Washington, D. C., USA. IEEE Computer Society.

Christian Desrosiers, Mohamed Cheriet. Faten M'Hiri, Luc Duong, Christian Desrosiers, Mohamed Cheriet. 2013. « Vessel Walker: Coronary Arteries Segmentation Using Random Walks And Hessian-Based Vesselness Filter ». 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2013) (San Francisco, CA, USA, Apr. 7-11, 2013) p. 918-921. Piscataway, NJ, USA. IEEE.

R. F. Moghaddam, F. F. Moghaddam, Mohamed Cheriet. 2013. « Unsupervised Ensemble of Experts (EoE) framework for automatic binarization of document images ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) p. 703-707. Piscataway, N. J., USA. IEEE.

H. Z. Nafchi, S. M. Ayatollahi, R. F. Moghaddam, Mohamed Cheriet. 2013. « An efficient ground truthing tool for binarization of historical manuscripts ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) p. 807-811. Piscataway, N. J., USA. IEEE.

H. Z. Nafchi, R. F. Moghaddam, Mohamed Cheriet. 2013. « Application of phase-based features and denoising in postprocessing and binarization of historical document images ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) p. 220-224. Piscataway, N. J., USA. IEEE.

M. Renakova, L. Tencer, Mohamed Cheriet. 2013. « ARTIST: ART-2A Driven Generation of Fuzzy Rules for Online Handwritten Gesture Recognition ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) p. 354-358. Piscataway, N. J., USA. IEEE.

A. Sehad, Y. Chibani, Mohamed Cheriet, Y. Yaddaden. 2013. « Ancient degraded document image binarization based on texture features ». 2013 8th International Symposium on Image and Signal Processing and Analysis (ISPA) (Trieste, Italy, Sept. 4-6, 2013) p. 189-193. Piscataway, NJ, USA. IEEE.

L. Tencer, M. Renakova, Mohamed Cheriet. 2013. « Sketch-based retrieval of document illustrations and regions of interest ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) p. 728-732. Piscataway, N. J., USA. IEEE.

Guoqiang Zhong, Mohamed Cheriet. 2013. « Adaptive error-correcting output codes ». IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence (Beijing, China, Aug. 3-9, 2013) p. 1932-1938. International Joint Conferences on Artificial Intelligence.

Rodrigo Araujo, Yun-Qian Miao, Mohamed S. Kamel, Mohamed Cheriet. 2012. « A fast and robust feature set for cross individual facial expression recognition ». Computer Vision and Graphics : International Conference, ICCVG 2012, Warsaw, Poland, September 24-26, 2012. Proceedings (Warsaw, Poland, Sept. 24-26, 2012) p. 272-279. Berlin Heidelberg. Springer Berlin Heidelberg.

Messaoud Bengherabi, Farid Harizi, Abderrezak Guessoum, Mohamed Cheriet. 2012. « Incorporating user specific normalization in multimodal biometric fusion system ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 466-471. Washington, DC. IEEE Computer Society.

Messaoud Bengherabi, Farid Harizi, Norman Poh, Elhocine Boutellaa, Abderrazek Guessoum, Mohamed Cheriet. 2012. « Improving biometric verification systems by fusing Z-norm and F-norm ». Biometric Recognition : 7th Chinese Conference, CCBR 2012, Guangzhou, China, December 4-5, 2012. Proceedings (Guangzhou, China, Dec. 4-5, 2012) p. 278-287. Berlin, Germany. Springer-Verlag.

Mohamed Cheriet. 2012. « Message from the conference chair ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) Piscataway, NJ. IEEE Computer Society.

Youssouf Chherawala, Mohamed Cheriet. 2012. « Shape recognition on a Riemannian manifold ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 1205-1210. Washington, DC. IEEE Computer Society.

Youssouf Chherawala, Robert Wisnovsky, Mohamed Cheriet. 2012. « Sparse descriptor for lexicon reduction in handwritten Arabic documents ». 2012 21st International Conference on Pattern Recognition (ICPR 2012) (Tsukuba, Japan, Nov. 11-15, 2012) p. 3729-3732. Piscataway, NJ. IEEE.

Julien Couet, David Rivest-Henault, Joaquim Miro, Chantal Lapierre, Luc Duong, Mohamed Cheriet. 2012. « Intensity-based 3D/2D registration for percutaneous intervention of major aorto-pulmonary collateral arteries ». Medical Imaging 2012: Image-Guided Procedures, Robotic Interventions, and Modeling (San Diego, CA, USA, Feb. 5-7, 2012) San Diego, CA, United states. SPIE.

R. Gadhgadhi, Kim-Khoa Nguyen, Mohamed Cheriet. 2012. « Automated intrusion attack with permanent control: analysis and countermeasures ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 1440-1441. Washington, DC. IEEE.

Rachid Hedjam, Mohamed Cheriet. 2012. « Hyperspectral band selection based on graph clustering ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 813-817. Washington, DC. IEEE.

Faten M'Hiri, Ngan Le T. Hoang, Luc Duong, Mohamed Cheriet. 2012. « A new adaptive framework for tubular structures segmentation in X-ray angiography ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 496-500. Washington, DC. IEEE Computer Society.

Fereydoun Farrahi Moghaddam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2012. « Carbon metering and effective tax cost modeling for virtual machines ». 2012 IEEE 5th International Conference on Cloud Computing (CLOUD) (Honolulu, HI, USA, June 24-29, 2012) p. 758-763. Piscataway, N.J.. IEEE Computer Society.

Fereydoun Farrahi Moghaddam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2012. « Multi-level grouping genetic algorithm for low carbon virtual private clouds ». Proceedings of the 2nd International Conference on Cloud Computing and Services Science (CLOSER 2012) (Porto, Portugal, Apr. 18-21, 2012) p. 315-324. Setubal, Portugal. Curran Associates Inc..

Reza Farrahi Moghaddam, Mohamed Cheriet, Thomas Milo, Robert Wisnovsky. 2012. « A prototype system for handwritten sub-word recognition: Toward Arabic-manuscript transliteration ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 1198-1204. Washington, DC. IEEE.

Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Vahid Asghari, Mohamed Cheriet. 2012. « Cognitive behavior analysis framework for fault prediction in cloud computing ». Third International Conference on the Network of the Future (NOF) (Gammarth, Tunisia, Nov. 21-23, 2012) p. 146-153. Piscataway, NJ. IEEE Computer Society.

Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Mohamed Cheriet. 2012. « A new framework based on signature patches, micro registration, and sparse representation for optical text recognition ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 1259-1265. Washington, DC. IEEE Computer Society.

Marta Reznakova, Lukas Tencer, Mohamed Cheriet. 2012. « Online handwritten gesture recognition based on Takagi-Sugeno fuzzy models ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 1247-1252. Washington, DC. IEEE.

Lukas Tencer, Marta Reznakova, Mohamed Cheriet. 2012. « A new framework for online sketch-based image retrieval in web environment ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 1430-1431. Washington, DC. IEEE Computer Society.

Guoqiang Zhong, Mohamed Cheriet. 2012. « Image patches analysis for text block identification ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 1241-1246. Washington, DC. IEEE Computer Society.

Mansour Abed, Adel Belouchrani, Mohamed Cheriet, Boualem Boashash. 2011. « Compact support kernels based time-frequency distributions : performance evaluation ». IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Prague, Czech Republic, May 22-27, 2011) p. 4180-4183. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Youssouf Chherawala, Robert Wisnovsky, Mohamed Cheriet. 2011. « TSV-LR : topological signature vector-based lexicon reduction for fast recognition of pre-modern Arabic subwords ». Proceedings of the Workshop on Historical Document Imaging and Processing (Beijing, China, Sept. 16-17, 2011) p. 6-13. New York, NY, USA. Association for Computing Machinery.

Rachid Hedjam, Mohamed Cheriet. 2011. « Combining statistical and geometrical classifiers for text extraction in multispectral document images ». Proceedings of the Workshop on Historical Document Imaging and Processing (Beijing, China, Sept. 16-17, 2011) p. 98-105. New York, NY, USA. Association for Computing Machinery.

Rachid Hedjam, Mohamed Cheriet. 2011. « Novel data representation for text extraction from multispectral historical document images ». International Conference on Document Analysis and Recognition (ICDAR) (Beijing, China, Sept. 18-21, 2011) p. 172-176. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Fereydoun Farrahi Moghaddam, Mohamed Cheriet, Kim Khoa Nguyen. 2011. « Low carbon virtual private clouds ». IEEE International Conference on Cloud Computing (CLOUD) (Washington, DC, USA, July 4-9, 2011) p. 259-266. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Sebastian Pena Saldarriaga, Mohamed Cheriet. 2011. « Indexing on-line handwritten texts using word confusion networks ». International Conference on Document Analysis and Recognition (ICDAR) (Beijing, China, Sept. 18-21, 2011) p. 197-201. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers Computer Society.

Mathias M. Adankon, Mohamed Cheriet. 2010. « Semi-supervised learning for weighted LS-SVM ». IEEE International Joint Conference on Neural Network (IJCNN) (Barcelona, Spain, July 18-23, 2010) Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Abdullah Almaksour, Éric Anquetil, Solen Quiniou, Mohamed Cheriet. 2010. « Evolving fuzzy classifiers : application to incremental learning of handwritten gesture recognition systems ». 20th International Conference on Pattern Recognition (ICPR) (Istanbul, Turkey, Aug. 23-26, 2010) p. 4056-4059. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Abdullah Almaksour, Éric Anquetil, Solen Quiniou, Mohamed Cheriet. 2010. « Personalizable pen-based interface using lifelong learning ». 12th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Kolkata, India, Nov. 16-18, 2010)

Rodrigo Araujo, Abdelhamid Daouadji, Mohamed Kamel, Mohamed Cheriet. 2010. « A cluster-based multiagent model for resource discovery in virtualized environments ». 9e Édition du Colloque Francophone sur la Gestion de Réseaux et de Services (GRES) (Montréal, Québec, Canada, 13-15 oct. 2010)

Abdelhamid Daouadji, Kim Khoa Nguyen, Mathieu Lemay, Mohamed Cheriet. 2010. « Ontology-based resource description and discovery framework for low carbon grid networks ». First IEEE International Conference on Smart Grid Communications (SmartGridComm) (Gaithersburg, Maryland, Oct. 4-6, 2010) p. 477-482. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Charles Despins, Bill St. Arnaud, Richard Labelle, Mohamed Cheriet. 2010. « Green ICT : the rationale for a focus on curbing greenhouse gas emissions  ». International Conference on Wireless Communications and Signal Processing (WCSP) (Suzhou, China, Oct. 21-23, 2010) Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Rachid Hedjam, Mohamed Cheriet. 2010. « Segmentation-based document image denoising ». 2nd European Workshop on Visual Information Processing (EUVIP) (Paris, France, July 5-6, 2010) p. 61-65. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2010. « Text extraction from degraded document images ». 2nd European Workshop on Visual Information Processing (EUVIP) (Paris, France, July 5-6, 2010) p. 247-252. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Fereydoun Farrahi Moghaddam, Mohamed Cheriet. 2010. « Decreasing live virtual machine migration down-time using a memory page selection based on memory change PDF ». International Conference on Networking, Sensing and Control (ICNSC) (Chicago, Ill, USA, Apr. 11-13, 2010) p. 355-359.

Reza Farrahi Moghaddam, Mohamed Cheriet, Mathias M. Adankon, Kostyantyn Filonenko, Robert Wisnovsky. 2010. « IBN SINA : a database for research on processing and understanding of Arabic manuscripts images ». 9th IAPR International Workshop on Document Analysis Systems (DAS) (Boston, MA, USA, June 9-11, 2010) p. 11-17. New York, NY, USA. Association for Computing Machinery.

David Rivest-Hénault, Sylvain Deschênes, Chantal Lapierre, Mohamed Cheriet. 2010. « Length increasing active contour for the segmentation of small blood vessels ». 20th International Conference on Pattern Recognition (ICPR) (Istanbul, Turkey, Aug. 23-26, 2010) p. 2796-2799. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

David Rivest-Hénault, Luc Duong, Chantal Lapierre, Sylvain Deschênes, Mohamed Cheriet. 2010. « Semi-automatic segmentation of major aorto-pulmonary collateral arteries (MAPCAs) for image guided procedures ». SPIE Medical Imaging 2010 : Visualization, Image-Guided Procedures, and Modeling (San Diego, CA, USA, Feb. 13-18, 2010) 8 p. Bellingham, WA, USA. SPIE - The International Society for Optical Engineering.

Chen Shaohua, A. Beghdadi, Mohamed Cheriet. 2010. « Degraded color document image enhancement based on NRCIR ». 2nd European Workshop on Visual Information Processing (EUVIP) (Paris, France, July 5-6, 2010) p. 19-22. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Jonathan Tellier, Jean-Marc Robert, Mohamed Cheriet. 2010. « Le contrôle d'accès dans les environnements fédérés : problématique et approches techniques ». 9e Édition du Colloque Francophone sur la Gestion de Réseaux et de Services (GRES) (Montréal, Québec, Canada, 13-15 oct. 2010) 8 p.

Mathias M. Adankon, Mohamed Cheriet. 2009. « Help-training semi-supervised LS-SVM ». International Joint Conference on Neural Networks (IJCNN) (Atlanta, GA, USA, June 14-19, 2009) p. 49-56. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Messaoud Bengherabi, Lamia Mezai, Farid Harizi, Abderrazak Guessoum, Mohamed Cheriet. 2009. « Robust authentication using likelihood ratio based score fusion of voice and face ». International Conference on Signal Processing and Multimedia Applications (SIGMAP) (Milan, Italy, July 7-10, 2009) p. 57-61. INSTICC Press.

Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2009. « Markovian clustering for the non-local means image denoising ». 16th IEEE International Conference on Image Processing (ICIP) (Cairo, Egypt, Nov. 7-12, 2009) p. 3877-3880. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2009. « Application of multi-level classifiers and clustering for automatic word spotting in historical document images ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) p. 511-515. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Reza Farrahi Moghaddam, David Rivest-Hénault, Itay Bar-Yosef, Mohamed Cheriet. 2009. « A unified framework based on the level set approach for segmentation of unconstrained double-sided document images suffering from bleed-through ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) p. 441-445. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Reza Farrahi Moghaddam, David Rivest-Hénault, Mohamed Cheriet. 2009. « Restoration and segmentation of highly degraded characters using a shape-independent level set approach and multi-level classifiers ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) p. 828-832. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Solen Quiniou, Mohamed Cheriet, Éric Anquetil. 2009. « Design of a framework using InkML for pen-based interaction in a collaborative environment ». 13th International Conference on Human-Computer Interaction (HCI) (San Diego, CA, USA, July 19-24, 2009)

Solen Quiniou, Mohamed Cheriet, Éric Anquetil. 2009. « Handling out-of-vocabulary words and recognition errors based on word linguistic context for handwritten sentence recognition ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) p. 466-470. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Javad Sadri, Mohamed Cheriet. 2009. « A new approach for skew correction of documents based on particle swarm optimization ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) p. 1066-1070. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers Computer Society.

Mathias M. Adankon, Mohamed Cheriet. 2008. « Help-training for semi-supervised discriminative classifiers. Application to SVM ». 19th International Conference on Pattern Recognition (ICPR) (Tampa, FL, USA, Dec. 8-11, 2008) 4 p. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Mathias M. Adankon, Mohamed Cheriet. 2008. « Model selection for LS-SVM : application to handwriting recognition ». 11th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Montreal, QC, Canada, Aug. 19-21, 2008) 6 p.

Messaoud Bengherabi, Lamia Mezai, Farid Harizi, Mohamed Cheriet, Abderrazak Guessoum. 2008. « Face recognition based on 2DPCA, DIAPCA and DIA2DPCA in DCT domain ». 5th International Multi-Conference on Systems, Signals and Devices (SSD) (Amman, Jordan, Jul. 20-22, 2008) 6 p. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers Computer Society.

Messaoud Bengherabi, Lamia Mezai, Farid Harizi, Abderrazak Guessoum, Mohamed Cheriet. 2008. « Score fusion of SVD and DCT-RLDA for face recognition ». 1st International Workshops on Image Processing Theory, Tools and Applications (IPTA) (Sousse, Tunisia, Nov. 23-26, 2008) 8 p. Piscataway, NJ , USA. Institute of Electrical and Electronics Engineers Computer Society.

David Doermann, Stefan Jaeger. Mohamed Cheriet. 2008. « Visual recognition of Arabic handwriting : challenges and new directions ». Arabic and chinese handwriting recognition : SACH 2006 Summit College Park, MD, USA, September 27-28, 2006 : selected papers (College Park, MD, USA, Sept. 27-28, 2006) p. 1-21. Berlin, Heidelberg. Springer-Verlag.

Mohamed Cheriet, M. Farrahi Moghaddam. 2008. « Degradation modeling and enhancement of low quality documents ». 5th International Workshop on Signal Processing and its Applications (WOSPA) (Sharjah, United Arab Emirates, Mar. 18-20, 2008)

Mohamed Cheriet, R. Farrahi Moghaddam. 2008. « Processing of low quality document images : issues and directions ». 16th European Signal Processing Conference (EUSIPCO) (Lausanne, Switzerland, Aug. 25-29, 2008) 5 p. [Kessariani]; Lausanne . European Association for Signal Processing ; École polytechnique fédérale de Lausanne.

Aurélio Compilho, Mohamed Kamel. Mohamed Cheriet, Reza Farrahi Moghaddam. 2008. « DIAR: advances in degradation modeling and processing ». Image Analysis and Recognition : 5th International Conference, ICIAR 2008, Povoa de Varzim, Portugal, June 25-27, 2008 : Proceedings (Povoa de Varzim, Portugal, June 25-27, 2008) p. 1-10. Berlin, Germany. Springer Verlag.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2008. « EFDM : restoration of single-sided low-quality document images ». Proceedings : eleventh International Conference on Frontiers in Handwriting Recognition (Montreal, QC, Canada, Aug. 19-21, 2008) 6 p. Montréal. CENPARMI, Concordia University.

Mathias M. Adankon, Mohamed Cheriet. 2007. « Learning semi-supervised SVM with genetic algorithm ». International Joint Conference on Neural Networks (IJCNN) (Orlando, FL, USA, Aug. 12-17, 2007) p. 1825-1830. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Y. Al-Ohali, A. Alanzi, C.Y. Suen, T. Kasvand, Mohamed Cheriet. 2007. « Combined measures toward restoration of temporal information from offline handwritten text ». 9th International Symposium on Signal Processing and its Applications (ISSPA) (Sharjah, United Arab Emirates, Feb. 12-15, 2007) 4 p. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

M. Bengharabi, F. Harizi, Mohamed Cheriet, A. Guessoum. 2007. « A framework for a GMM-UBM based speaker verification and the need of a large Arabic datebase ». 9th International Symposium on Signal Processing and its Applications (ISSPA) (Sharjah, United Arab Emirates, Feb. 12-15, 2007) 4 p. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Mohamed Cheriet. 2007. « Strategies for visual Arabic handwriting recognition, issues and case study ». 9th International Symposium on Signal Processing and its Applications (ISSPA) (Sharjah, United Arab Emirates, Feb. 12-15, 2007) 6 p. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Mohamed Kamel, Aurélio Campilho. Vincent Doré, Luc Duong, Farida Cheriet, Mohamed Cheriet. 2007. « Towards segmentation of pedicles on posteroanterior X-ray views of scoliotic patients ». Image Analysis and Recognition : 4th International Conference, ICIAR 2007, Montreal, Canada, August 22-24, 2007. Proceedings (Montreal, Canada, Aug. 22-24, 2007) p. 1028-1039. Heidelberg, Germany. Springer Verlag.

F. Menasri, N. Vincent, E. Augustin, Mohamed Cheriet. 2007. « Shape-based alphabet for off-line Arabic handwriting recognition ». 9th International Conference on Document Analysis and Recognition (ICDAR) (Curitiba, Brazil, Sept. 23-26, 2007) p. 969-973. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Mohamed Kamel, Aurélio Campilho. David Rivest-Hénault, Mohamed Cheriet. 2007. « Image segmentation using level set and local linear approximations ». Image Analysis and Recognition : 4th International Conference, ICIAR 2007, Montreal, Canada, August 22-24, 2007. Proceedings (Montreal, Canada, Aug. 22-24, 2007) p. 234-245. Berlin, Germany. Springer-Verlag.

A. Sehad, L. Mezai, M.T. Laskri, Mohamed Cheriet. 2007. « Skew angle estimation of printed document using linear regression, wavelet transform, and anisotropic diffusion ». 9th International Symposium on Signal Processing and its Applications (ISSPA) (Sharjah, United Arab Emirates, Feb. 12-15, 2007) 4 p. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

M.M. Adankon, Mohamed Cheriet. 2006. « New formulation of SVM for model selection ». International Joint Conference on Neural Networks (IJCNN) (Vancouver, Canada, Jul. 16-21, 2006) p. 1900-1907. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

M. Beldjehem, Mohamed Cheriet. 2006. « Validation of Hybrid MinMax FuzzyNeuro systems ». Annual Meeting of the North American Fuzzy Information Processing Society (NAFIP) (Montreal, Canada, June 3-6, 2006) p. 4-7. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Jonathan Milgram, Mohamed Cheriet, Robert Sabourin. 2006. « "One against one" or "one against all" : which one is better for handwriting recognition with SVMs? ». 10th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (La Baule, France, Oct. 23-26, 2006) p. 181-186.

Sabeur Abid, Farhat Faniech, B.W. Jervis, Mohamed Cheriet. 2005. « Fast training of mutilayer perceptrons with a mixed norm algorithm ». IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, Canada, Jul. 31-Aug. 4, 2005) p. 1018-1022. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers Computer Society.

Mathias M. Adankon, Mohamed Cheriet, N.E. Ayat. 2005. « Optimizing resources in model selection for support vector machines ». IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, Canada, Jul. 31-Aug. 4, 2005) p. 925-930. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Vladimir Makarenkov, Guy Cucumel, François-Joseph Lapointe. Mathias Adankon, Mohamed Cheriet, Nedjem Eddine Ayat. 2005. « Optimisation de ressources dans la sélection de modèle des machines à vecteurs de support ». Comptes rendues des 12-èmes rencontres de la Société Francophone de la Classification (Montréal, QC, Canada, 30 mai-1 juin 2005) 4 p. p. 35-38. Université du Québec à Montréal.

Yun Li, Mohamed Cheriet, C.Y. Suen. 2005. « A threshold selection method based on multiscale and graylevel co-occurrence matrix analysis ». 8th International Conference on Document Analysis and Recognition (ICDAR) (Seoul, South Korea, Aug. 29-Sept. 1, 2005) p. 575-579. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

L. Mezai, A. Sehad, L. Sekkai, M. Cheriet. 2005. « Estimation de l'inclinaison des documents arabes imprimés par la transformée de Hough ». 4e conférence sur le Génie Electrique (Bordj-El-Bahri Alger, Algérie, 12-13 avr. 2005)

L. Mezai, A. Sehad, L. Sekkai, M. Cheriet. 2005. « Fast method for skew detection of printed Arabic documents using linear regression ». International Computer Systems & Information Technology Conference ICSIT'05 (Alger, Algérie, July 19-21, 2005)

N. Mezghani, A. Mitiche, Mohamed Cheriet. 2005. « Représentation des formes par des histogrammes de caractéristiques et son application à la reconnaissance en-ligne de caractères Arabes isolés ». 3e Conférence Internationale : Sciences Électroniques, Technologies de l'Information et des Télécommunications (SETIT) (Tunis, Tunisie, 27-31 mars 2005)

J. Milgram, Mohamed Cheriet, Robert Sabourin. 2005. « Estimating accurate multi-class probabilities with support vector machines ». IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, Canada, Jul. 31-Aug. 4, 2005) p. 1906-1911. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

L. Sehad, Lamia Mezai, Mohamed Cheriet. 2005. « Méthode de détection de l'inclinaison des documents arabes imprimés basée sur la réduction des points et la transformée de hough ». 3e Conférence Internationale Sciences Electronique, Technologies de l'Information et des Télécommunications (SETIT) (Sousse, Tunisia, 27-31 mars 2005) 7 p.

K. T. Abou-Moustafa, Mohamed Cheriet, Ching Y. Suen. 2004. « Classification of Time-Series data using a generative/discriminative hybrid ». Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004) p. 51-56. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

K. T. Abou-Moustafa, Ching Y. Suen, Mohamed Cheriet. 2004. « A generative-discriminative hybrid for sequential data classification [image classification example] ». IEEE International Conference on Acoustics, Speech and Signal Processing (Montreal, Canada, May 17-21, 2004) p. 805-808. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

N. Aouina, Ezzedine Ben Braiek, Mohamed Cheriet. 2004. « Reconnaissance des caractères manuscrits basée sur SKCS-Polyline et modèle de Markov caché ». Conférence Tunisienne de Génie Electrique Conférence (CTGE) (Tunis, Tunisie, 19-21 fév. 2004) p. 396-400.

E. Ben Braiek, N. Aouina, S. Abid, Mohamed Cheriet. 2004. « Handwritten characters recognition based on SKCS-polyline and Hidden Markov Model (HMM) ». 1st International Symposium on Control, Communications and Signal Processing (ISCCSP) (Hammamet, Tunisia, March 21-24, 2004) p. 447-450. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Ezzedine Ben Braiek, Ali Meghoufel, Mohamed Cheriet. 2004. « SKCS - New kernel family with compact support ». International Conference on Image Processing (ICIP) (Singapor, Singapor, Oct. 18-21, 2004) p. 1181-1184. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

M. Besbes, M. Sayadi, E. Ben Braiek, F. Fnaiech, Mohamed Cheriet. 2004. « Étude comparative de trois fonctions floues pour le seuillage de l'histogramme bimodal des images ». Journées Tunisiennes de l’Automatique et de l’Electrotechnique (JTEA) (Tunis, Tunisie, 20-22 mai 2004)

Moez Besbes, Mounir Sayadi, Ezzedine Ben Braiek, Farhat Fnaiech, Mohamed Cheriet. 2004. « Segmentation d'images basée sur le seuillage et la morphologie mathématique : application au comptage des cellules ». Conférence Tunisienne de Génie Electrique (CTGE) (Tunis, Tunisie, 19-21 fév. 2004) p. 391-395. Association des spécialistes électriciens de Tunisie.

Nader Fnaiech, Sabeur Abid, Farhat Fnaiech, Mohamed Cheriet. 2004. « A modified version of a formal pruning algorithm based on local relative variance analysis ». 1st International Symposium on Control, Communications and Signal Processing (ISCCSP) (Hammamet, Tunisia, March 21-24, 2004) p. 849-852. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Yun Li, Satoshi Naoi, Mohamed Cheriet, Ching Y. Suen. 2004. « A segmentation method for touching italic characters ». 17th International Conference on Pattern Recognition (ICPR) (Cambridge, United kingdom, Aug. 23-26, 2004) p. 594-597. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Neila Mezghani, Amar Mitiche, Mohamed Cheriet. 2004. « A new representation of character shape and its use in on-line character recognition by a self organizing map ». International Conference on Image Processing (ICIP) (Singapore, Singapore, Oct. 18-21, 2004) p. 2123-2126. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Neila Mezghani, Amar Mitiche, Mohamed Cheriet. 2004. « On-line character recognition using histograms of features and an associative memory ». IEEE International Conference on Acoustics, Speech and Signal Processing (Montreal, Canada, May 17-21, 2004) p. V-841. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Jonathan Milgram, Mohamed Cheriet, Robert Sabourin. 2004. « Speeding up the decision making of support vector classifiers ». Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004) p. 57-62. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Jonathan Milgram, Robert Sabourin, Mohamed Cheriet. 2004. « Système de classification à deux niveaux de décision combinant approche par modélisation et machines à vecteurs de support ». Actes du huitième Colloque international francophone sur l'écrit et le document, CIFED'04, 21 - 25 juin 2004, La Rochelle (La Rochelle, France, 21-25 juin 2004) p. 25-29.

Jonathan Milgram, Robert Sabourin, Mohamed Cheriet. 2004. « Two-stage classification system combining model-based and discriminative approaches ». 17th International Conference on Pattern Recognition (ICPR) (Cambridge, UK, Aug. 23-26, 2004) p. 152-155. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Mounir Sayadi, Samir Sakrani, Farhat Fnaiech, Mohamed Cheriet. 2004. « A new non-linear exponential 2-D adaptive filter and its application in texture characterization ». IEEE International Conference on Acoustics, Speech and Signal Processing (Montreal, Canada, May 17-21, 2004) p. 589-592. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Abdenour Sehad, Lamia Mezai, Mohamed Tayed Laskri, Mohamed Cheriet. 2004. « Détection de l'inclinaison des documents arabes imprimés ». Actes du huitième Colloque international francophone sur l'écrit et le document, CIFED'04, 21 - 25 juin 2004, La Rochelle (La Rochelle, France, 21-25 juin 2004) 6 p.

Hanshen Tang, Emmanuel Augustin, Ching Y. Suen, Olivier Baret, Mohamed Cheriet. 2004. « Recognition of unconstrained legal amounts handwritten on Chinese bank checks ». 17th International Conference on Pattern Recognition (ICPR) (Cambridge, UK, Aug. 23-26, 2004) p. 610-613. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Hanshen Tang, Emmanuel Augustin, Ching Y. Suen, Olivier Baret, Mohamed Cheriet. 2004. « Spiral recognition methodology and its application for recognition of Chinese bank checks ». Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004) p. 263-268. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Vincent Berthiaume, Mohamed Cheriet, Christian Gargour. 2003. « Analyse des caractères manuscrits par les moments de paquets d'ondelettes ». Conférence Canadienne en Génie Électrique et Informatique (Montréal, Canada, 4-7 mai 2003) p. 1933-1936. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Mohamed Cheriet. 2003. « Shock filters for character image enhancement and peeling ». Seventh International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003) p. 1247-1251. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Youssef Fataicha, Mohamed Cheriet, Jian Yun Nie, Ching Y. Suen. 2003. « Information retrieval based on OCR errors in scanned documents  ». Conference on Computer Vision and Pattern Recognition Workshop (CVPRW) (WI, USA, June 16-22, 2003) p. 25-30. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Nader Fnaiech, Mounir Sayadi, Farhat Fnaiech, B. W. Jervis, Mohamed Cheriet. 2003. « A pruned multilayer neural network for brain diseases classification ». 5th International Conference on Neural Networks and Expert Systems in Medicine and Healthcare (NNESMED) (Sheffield, UK, July 21-23, 2003)

Neila Mezghani, Mohamed Cheriet, Amar Mitiche. 2003. « Combination of pruned Kohonen maps for on-line Arabic characters recognition ». 7th International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003) p. 900-904. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Mounir Sayadi, Farhat Fnaiech, Mohamed Cheriet. 2003. « Texture characterization based on a ChandraSekhar fast adaptive filter ». Conférence Sciences Electroniques, Technologies de l'Information et des Télécommunications (SETIT) (Sousse, Tunisia, Mar. 17-21, 2003)

Andrea Souza, Mohamed Cheriet, Satoshi Naoi, Ching Y. Suen. 2003. « Automatic filter selection using image quality assessment ». Seventh International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003) p. 508-512. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Yousef Al-Ohali, Mohamed Cheriet, Ching Y. Suen. 2002. « Dynamic observations and dynamic state termination for off-line handwritten word recognition using HMM ». 8th International Workshop on Frontiers in Handwriting Recognition (Niagara on the Lake, ON, Canada, Aug. 6-8, 2002) p. 314-319. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Yousef Al-Ohali, Mohamed Cheriet, Ching Y. Suen. 2002. « Efficient estimation of pen trajectory from off-line handwritten words ». 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) p. 323-326. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Yousef Al-Ohali, Mohamed Cheriet, Ching Y. Suen. 2002. « Introducing termination probabilities to HMM ». 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) p. 319-322. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

N. E. Ayat, Mohamed Cheriet, Ching Y. Suen. 2002. « Empirical error based optimization of SVM kernels : application to digit image recognition ». 8th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Niagara on the Lake, Canada, Aug. 6-8, 2002) p. 292-297. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

R. Kasturi, D. Laurendeau, C. Suen. Nedjem Eddine Ayat, Mohamed Cheriet, Ching Y. Suen. 2002. « KMOD - A two-parameter SVM kernel for pattern recognition ». 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) p. 331-334. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

S. E. Lee, A. Verri. Nedjem Eddine Ayat, Mohamed Cheriet, Ching Y. Suen. 2002. « Optimization of the SVM kernels using an empirical error minimization scheme ». Pattern Recogniton with Support Vector Machines : First International Workshop, SVM 2002 Niagara Falls, Canada, August 10, 2002 Proceedings (Niagara Falls, Canada, Aug. 10, 2002) p. 354-369. Berlin, Germany. Springer-Verlag.

Y. Fataicha, Mohamed Cheriet, J. Y. Nie, Ching Y. Suen. 2002. « Content analysis in document images : a scale space approach ». 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) p. 335-338. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Farhat Fnaiech, Sabeur Abid, Nizar Ellala, Mohamed Cheriet. 2002. « A comparative study of fast neural network learning algorithms ». IEEE International Conference on Systems, Man and Cybernetics (Hammamet, Tunisia, Oct. 6-9, 2002) p. 24-29. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

Nader Fnaiech, Farhat Fnaiech, Mohamed Cheriet. 2002. « A new feedforward neural network pruning algorithm: SSM-Iterative pruning (SSMIP) ». IEEE International Conference on Systems, Man and Cybernetics (Hammamet, Tunisia, Oct. 6-9, 2002) p. 342-347. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

J. M. Haake, J. A. Pino. Hechmi Khlifi, Jocelyn Desbiens, Mohamed Cheriet. 2002. « Building groupwares over duplicated object systems ». Groupware: Design, Implementation, and Use : 8th International Workshop, CRIWG 2002 La Serena, Chile, September 1–4, 2002 Proceedings (La Sarena, Chile, Sept. 1-4, 2002) p. 245-254. Berlin, Germany. Springer-Verlag.

Neila Mezghani, Amar Mitiche, Mohamed Cheriet. 2002. « On-line recognition of handwritten Arabic characters using a Kohonen neural network ». 8th International Workshop on Frontiers in Handwriting Recognition (Niagara on the Lake, ON, Canada, Aug. 6-8, 2002) p. 490-495. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

N. E. Ayat, Mohamed Cheriet, Lakhdar Remaki, Ching Y. Suen. 2001. « KMOD - a new support vector machine kernel with moderate decreasing for pattern recognition. Application to digit image recognition ». Sixth International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) p. 1215-1219. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Adel Belouchrani, Mohamed Cheriet. 2001. « On the use of a new compact support kernel in time frequency analysis ». 11th IEEE Workshop on Statistical Signal Processing (Singapor, Singapor, Aug. 6-8, 2001) p. 333-336. Piscataway, NJ, USA. Institute of Electrical and Electronics Engineers.

E. Ben Braik, M. Cheriet. 2001. « Extraction of handwritten data from noisy gray-level images using a separable version of KCS kernel family ». Actes/Proceedings : International Conference on Image and Signal Processing, ICISP'2001, May 03-05, 2001-Agadir-Morocco (Agadir, Morocco, May 3-5, 2001) p. 125-131.

Youssef Fataicha, Mohamed Cheriet, Jian Yun Nie. 2001. « Détection multi-échelle d'objets dans des images de documents composites ». International Conference on Image and Signal Processing (Agadir, Maroc, 3-5 mai 2001) p. 538-546.

Jean-Philippe Valois, Myriam Côté, Mohamed Cheriet. 2001. « Online recognition of sketched electrical diagrams ». Sixth International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) p. 460-464. Los Aalmitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Xiangyun Ye, Mohamed Cheriet, Ching Y. Suen. 2001. « A framework of combining numeric string recognizers ». 6th International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) p. 716-720. Los Aalmitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

L.R.B. Schomaker, L.G. Vuurpijl. Yousef Al-Ohali, Mohamed Cheriet, Ching Suen. 2000. « Databases for recognition of handwritten Arabic cheques ». 7th International Workshop on Frontiers in Handwriting Recognition : September 11-13, 2000, Amsterdam, the Netherlands : proceedings (Amsterdam, Netherlands, Sept. 11-13, 2000) p. 601-606. Nijmefen. International Unipen Foundation.

Hubert Emptoz, Nicole Vincent. N. E. Ayat, Mohamed Cheriet, Ching Suen. 2000. « Un système neuro-flou pour la reconnaissance de montants numériques de chèques arabes ». CIFED'2000. Colloque International Francophone sur l’Écrit et le Document (Lyon, France, 3-5 juil. 2000) p. 171-180. Lausanne, Suisse. Presses polytechniques et universitaires romandes.

Hubert Emptoz, Nicole Vincent. H. Miled, C. Olivier, Mohamed Cheriet. 2000. « Modélisation de la notion de pseudo-mot en reconnaissance de mots manuscrits arabes ». CIFED'2000. Colloque International Francophone sur l’Écrit et le Document (Lyon, France, 3-5 juil. 2000) p. 161-170. Lausanne, Suisse. Presses polytechniques et universitaires romandes.

L.R.B. Schomaker, L.G. Vuurpijl. Xiangyun Ye, Ching Suen, Mohamed Cheriet. 2000. « A generic system to extract and clean handwritten data from business forms ». 7th International Workshop on Frontiers in Handwriting Recognition : September 11-13, 2000, Amsterdam, the Netherlands : proceedings (Amsterdam, Netherlands, Sept. 11-13, 2000) p. 63-72. Nijmefen. International Unipen Foundation.

Lakhdar Remaki, Mohamed Cheriet. 1999. « Building new kernel family with compact support, in scale-space ». Vision Interface Conference (Trois-Rivières, Canada, May 19-21, 1999) p. 445-452. Toronto, Canada. Canadian Image Processing and Pattern Recognition Society.

Lakhdar Remaki, Mohamed Cheriet. 1999. « Visual data extraction from bi-level document images using a generalized kernel family with compact support, in scale-space ». Fifth International Conference on Document Analysis and Recognition (Bangalore, India, Sept. 20-22, 1999) p. 609-612. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Xiangyun Ye, Mohamed Cheriet, Ching Y. Suen. 1999. « Model-based character extraction from complex backgrounds ». Proceedings of the Fifth International Conference on Document Analysis and Recognition (Bangalore, India, Sept. 20-22, 1999) p. 511-514. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Mohamed Cheriet. 1998. « Extraction of handwritten data from noisy gray-level images using a multi-scale approach ». Vision Interface Conference (Vancouver, Canada, June 18-20, 1998) p. 389-396. Toronto, Canada. Canadian Image Processing and Pattern Recognition Society.

Mohamed Cheriet, H. Miled, Claude Olivier. 1998. « Visual aspect of cursive arabic handwriting recognition ». Vision Interface Conference (Vancouver, Canada, June 18-20, 1998) p. 263-270. Toronto, Canada. Canadian Image Processing and Pattern Recognition Society.

H. Miled, M. Cheriet, C. Olivier. 1998. « Multi-level Arabic handwritten words recognition ». Advances in Pattern Recognition : Joint IAPR International Workshops SSPR'98 and SPR'98 Sydney, Australia, August 11–13, 1998 Proceedings (Sydney, Australia, Aug. 11-13, 1998) p. 944-951. Springer Verlag.

Mohamed Cheriet, Herbert Yang. H. Miled, M. Cheriet, C. Olivier, Y. Lecourtier. 1998. « Markovian modeling of arabic cursive handwriting ». Vision Interface '98 : proceedings, Vancouver, B.C., 18-20 June, 1998 (Vancouver, BC, Canada, June 18-20, 1998) p. 255-262. Montréal. Canadian Image Processing and Pattern Recognition Society.

H. Miled, Mohamed Cheriet, Claude Olivier, Y. Lecourtier. 1998. « Modélisation markovienne de l'écriture arabe manuscrite: une approche analytique ». Actes du 1er colloque international francophone sur l'écrit et le document tenu dans le cadre du congrès de l'Acfas à Québec en mai 1998 (Québec, QC, Canada, 11-13 mai 1998) p. 50-59. Montréal, QC, Canada. Association canadienne-française pour l'avancement des sciences.

Richard Lepage, Rita Noumeir. Mohamed Cheriet, J.N. Said, Ching Y. Suen. 1997. « Un modèle formel pour le traitement de données visuelles sur des formulaires d’affaires et documents manuscrits ». Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) p. 172-183. Montréal. Association canadienne-française pour l'avancement des sciences.

M. Côté, M. Cheriet, E. Lecolinet, C. Y. Suen. 1997. « Automatic reading of cursive scripts using human knowledge ». Proceedings of the Fourth International Conference on Document Analysis and Recognition (Ulm, Germany, Aug. 18-20, 1997) p. 107-111. Los Alamitos, CA, USA. International Association for Pattern Recognition.

Richard Lepage, Rita Noumeir. Marc-Alexis Côté, Mohamed Cheriet, Ching Y. Suen, E. Lecolinet. 1997. « Détection des lignes de référence de mots cursifs à l’aide de l’entropie ». Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) p. 184-193. Montréal. Association canadienne-française pour l'avancement des sciences.

Richard Lepage, Rita Noumeir. Marc-Alexis Côté, E. Lecolinet, Mohamed Cheriet, Ching Y. Suen. 1997. « Lecture automatique d’écriture cursive utilisant des concepts perceptifs ». Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) p. 131-140. Montréal. Association canadienne-française pour l'avancement des sciences.

H. Miled, C. Olivier, Y. Lecourtier, M. Cheriet. 1997. « Coupling observation/letter for a Markovian modelisation applied to the recognition of Arabic handwriting ». Proceedings of the Fourth International Conference on Document Analysis and Recognition (Ulm, Germany, Aug. 18-20, 1997) p. 580-583. Los Alamitos, CA, USA. IEEE.

H. Miled, C. Olivier, Y. Lecourtier, M. Cheriet. 1996. « Segmentation and description of arabic handwritten words by multi-agent approach ». The first KFUPM workshop on information and computer science: June 9, 1996; workshop proceedings (Dahran, Saudi Arabia, June 9, 1996) p. 151-157. Dhahran, Saudi Arabia. KFUPM Press.

H. Miled, C. Olivier, Y. Lecourtier, M. Cheriet. 1996. « Segmentation et codage de mots manuscrits arabes par une approche Blackboard ». L'Ecrit et le document: 4ème colloque national sur ..., Nantes, France, 3-5 Juillet, 1996 (Nantes, France, 3-5 juil., 1996) p. 185-192. Nantes, France. Université de Nantes.

J. N. Said, Mohamed Cheriet, C. Y. Suen. 1996. « Dynamical morphological processing: A fast method for base line extraction ». Proceedings of the 13th International Conference on Pattern Recognition, 1996 (Vienna, Austria, Aug. 25-29, 1996) p. 8-12. Institute of Electrical and Electronics Engineers Inc..

J. Said, M. Cheriet, C. Y. Suen. 1996. « Processing of business forms: system overview ». Vision interface '96: Toronto, Ontario, 21-24, May/Mai 1996; proceedings/actes (Toronto, ON, Canada, May 21-24, 1996) p. 84-93. Toronto, ON, Canada. Canadian Information Processing Society.

M. Cheriet, J. Said, C. Y. Suen. 1995. « A formal model for document processing of business forms ». Proceedings of the third International Conference on Document Analysis and Recognition (Montreal, QC, Canada, Aug. 14-16, 1995) p. 210-213. Los Alamitos, CA, USA. IEEE.

M. Cheriet, J. Said, C. Y. Suen. 1995. « A formal model for document processing: overview ». 5th Annual IRIS/PRECARN Conference (Vancouver, BC, Canada, June 13-15, 1995) p. 81-82.

M. Coté, E. Lecolinet, M. Cheriet, C. Y. Suen. 1995. « Building a perception based model for reading cursive script ». 5th Annual IRIS*PRECARN Conference (Vancouver, BC, Canada, June 13-15, 1995) p. 75-76.

M. Côté, E. Lecolinet, M. Cheriet, C. Y. Suen. 1995. « Building a perception based model for reading cursive script ». Proceedings of the third International Conference on Document Analysis and Recognition (Montreal, QC, Canada, Aug. 14-16, 1995) p. 898-901. Los Alamitos, CA, USA. IEEE.

M. Côté, E. Lecolinet, M. Cheriet, C. Y. Suen. 1995. « Using reading models for cursive script recognition ». 7th IGS conference (London, ON, Canada, Aug. 6-10, 1995) p. 75-76.

L. Lam, C. Y. Suen, D. Guillevic, N. W. Strathy, M. Cheriet, K. Liu, J. N. Said. 1995. « Automatic processing of information on cheques ». IEEE International Conference on Systems, Man and Cybernetics, 1995. Intelligent Systems for the 21st Century (Vancouver, BC, Canada, Oct. 22-25, 1995) p. 2353-2358. IEEE.

A. Ameur, K. Romeo-Pakker, H. Miled, M. Cheriet. 1994. « Approche globale pour la reconnaissance des mots manuscrits arabes ». CNED 94 : 3ème Colloque national sur l'écrit et le document, Rouen, 6-7-8 juillet 1994 (Rouen, France, 6-8 juillet 1994) p. 151-157. Mont-Saint-Aignan, France. IUT de Rouen.

M. Cheriet, R. Thibault, R. Sabourin. 1994. « Segmentation visuelle des caractères manuscrits ». 4th Annual IRIS/PRECARN Conference (Toronto, ON, Canada, 21-23 june, 1994) p. 148-149.

S. Impedovo. Mohamed Cheriet. 1994. « Towards a visual recognition of cursive script ». Fundamentals in Handwriting Recognition (Toulouse, France, June 21-July 3rd, 1993) p. 223-227. Berlin, Germany. Springer-Verlag.

Mohamed Cheriet, R. Thibault, Robert Sabourin. 1994. « A multi-resolution based approach for handwriting segmentation in gray-scale images ». IEEE International Conference Image Processing (ICIP) (Austin, TX, USA, Nov. 13-16, 1994) p. 159-163. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers Computer Society.

Mohamed Cheriet. 1993. « Reading cursive script by parts ». IAPR Third International Workshop on Frontiers in Handwriting (Buffalo, NY, USA, May 25-27, 1993) p. 108-110.

Mohamed Cheriet, C. Nadal, Ching Y. Suen. 1993. « Visual aspect of handwriting recognition ». 6th International Conference on Handwriting and Drawing (ICOHD) (Paris, France, July 4-7, 1993) p. 403-408.

Robert Sabourin, Mohamed Cheriet, Christian Genest. 1993. « An extended-shadow-code based approach for off-line signature verification ». Proceedings of 2nd International Conference on Document Analysis and Recognition (ICDAR '93) (Tsukuba Science City, Japan, Oct. 20-22, 1993) p. 1-5. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers (IEEE).

Mohamed Cheriet, Y. S. Huang, C. Y. Suen. 1992. « Background region-based algorithm for the segmentation of connected digits ». 11th IAPR International Conference on Pattern Recognition : August 30-September 3, 1992, the Hague, the Netherlands : proceedings (The Hague, Netherlands, Aug. 30-Sept. 3, 1992) p. 619-622. Los Alamitos, CA, USA. Institute of Electrical and Electronics Engineers (IEEE).

Yuan Y. Tang, Seong-Whan Lee, Mohamed Cheriet, Ching Y. Suen. 1992. « Automatic knowledge acquisition from form documents ». Proceedings of the 2nd Pacific Rim International Conference on Artificial Intelligence (Seoul, South Korea, Sept. 15-18, 1992) p. 840-846. Korean Information Science Society Center for Articficial Intelligence Research.

M. Cheriet, C. Y. Suen. 1991. « Automated entry systems for handwritten documents ». RIAO 91 : Conference proceedings with presentation of prototypes and operational systems : Intelligent text and image handling (Barcelona, Spain, Apr. 2-5, 1991) p. 211-223.

Y. Y. Tang, C. Y. Suen, C. D. Yan, M. Cheriet. 1991. « Documents analysis and understanding : a brief survey ». Proceedings First International Conference on Document Analysis and Recognition = Actes de la conférence / Conférence Internationale sur l'Analyse et la Reconnaissance de Documents (Saint-Malo, France, Sept. 30-Oct. 2, 1991) p. 17-31. AFCET : IRISA/INRIA : École Nationale Supérieure des Télécommunications.

M. Cheriet. 1989. « Implementation and optimization of a dictionary access system based on robustness features for multifont printed characters ». Fourth International Symposium on Computers and Information Sciences (Izmir, Turkey, Oct. 30-Nov. 1, 1989) p. 417-427.

M. Cheriet. 1989. « Implementation and optimization of a dictionary access system based on the notion of graphisms and associated features for multifont printed characters ». Sixth Scandinavian Conference on Image Analysis (Oulu, Finland, June 19-22, 1989) p. 6007-6012.

M. Cheriet, J. P. Crettez. 1989. « Mise en oeuvre d'un opérateur de reconnaissance de caractères multifontes utilisant les notions de primitives associées et de graphiques ». 7e Congrès Reconnaissance des Formes et Intelligence Artificielle (Paris, France, 29 nov.-1 déc. 1989) p. 1483-1491. AFCET.

M. Cheriet, J. P. Crettez. 1989. « Mise en oeuvre d'un processus de sélection de primitives robustes en vue de la reconnaissance de caractères multifontes ». Pixim 89, l'image numérique à Paris : actes du 2ème Colloque scientifique international, 25-29 septembre 1989, Palais des Congrès, Paris = Pixim 89, Computer graphics in Paris : proceedings of the 2th International Conference, September 25th-29th 1989 (Paris, France, 25-29 sept. 1989) p. 357-370. Paris. Hermès.

Poster (12)

Yaser Esmaeili Salehani, Saeed Gazor, Mohamed Cheriet. 2017. « A new weighted lp-norm for sparse hyperspectral unmixing ». Poster presented during a conference : 5th IEEE Global Conference on Signal and Information Processing ( Montreal, QC, Canada, Nov. 14-16, 2017 )

Nassim Haddaji, Kim Khoa Nguyen, Mohamed Cheriet. 2016. « Transformative design model towards an end-to-end integrated-optical-packet-network in metro and core networks ». Poster presented during a conference : 17th International Network Strategy and Planning Symposium (Networks) ( Montreal, QC, Canada, Sept. 26-28, 2016 )

Hicham Abdelfattah, Kim Khoa Nguyen, Mohamed Cheriet. 2015. « Resource consumption assessment for cloud middleware ». Poster presented during a conference : International conference on smart sustainable city technologies ( Toronto, ON, Canada, Oct. 13-14, 2015 )

Marc-Olivier Arsenault, Hanen Garcia Gamardo, Kim-Khoa Nguyen, Mohamed Cheriet. 2015. « Session-based communication for vital machine to machine applications ». Poster presented during a conference : International conference on smart sustainable city technologies ( Toronto, ON, Canada, Oct. 13-14, 2015 )

Thomas Dandres, Nathan Vandromme, Glasha Obrekht, Andy Wong, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Yves Lemieux, Mohamed Cheriet, Réjean Samson. 2015. « Environmental consequences of future data centre deployment in Canada ». Poster presented during a conference : 3rd International conference on ICT for sustainability ( Copenhagen, Denmark, Sept. 7-9, 2015 )

Fereydoun Farrahi Moghaddam, Reza Farrahi Moghaddam, Mohamed Cheriet, Yves Lemieux. 2015. « Defining green profit in distributed datacenters ». Poster presented during a conference : Adjunct Proceedings of the 29th EnviroInfo and 3rd ICT4S Conference 2015 : Building the knowledge base for environmental action and sustainability ( Copenhagen, Denmark, Sept. 7-9, 2015 )

T. Dandres, R. Samson, R. Farrahi Moghaddam, K. K. Nguyen, M. Cheriet, Y. Lemieux. 2014. « Framework for monitoring and optimizing environmental impacts in information and communication technology systems ». Poster presented during a conference : ICT for Sustainability 2014 (ICT4S 2014) ( Stockholm, Sweden, Aug. 24-27, 2014 )

Thomas Dandres, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Yves Lemieux, Mohamed Cheriet, Réjean Samson. 2014. « Minimization of telco cloud emissions based on marginal electricity management ». Poster presented during a conference : ICT for Sustainability 2014 (ICT4S 2014) ( Stockholm, Sweden, Aug. 24-27, 2014 )

E. Maurice, T. Dandres, R. F. Moghaddam, K. K. Nguyen, M. Cheriet, R. Samson. 2014. « Green sustainable telco cloud provisioning for smart city ». Poster presented during a conference : TISED Annual Symposium ( Montréal, QC, Canada, 17-18 mars 2014 )

Kim Khoa Nguyen, Mohamed Cheriet. 2014. « Sustainable broadband provisioning in next-generation smart university campus ». Poster presented during a conference : ICT for Sustainability 2014 (ICT4S 2014) ( Stockholm, Sweden, Aug. 24-27, 2014 )

F. M'Hiri, L. Duong, C. Desrosiers, M. Cheriet. 2013. « Automatic image of angiographic sequences for treatment of pediatric coronary diseases ». Poster presented during a conference : 2nd MEDTEQ Forum ( Montreal, QC, Canada, Oct. 2013 )

Xiangyun Ye, Ching Y. Suen, Mohamed Cheriet, Eugenia Wang. 1999. « A recent development in image analysis of electrophoresis gels ». Poster presented during a conference : Vision Interface '99, Trois-Rivières, Canada, 19-21 May ( Trois-Rivières, QC, Canada, May 19-21, 1999 )

Chapter of book (11)

Jinsong Wu, Sundeep Rangan, Honggang Zhang. Charles Despins, Fabrice Labeau, Richard Labelle, Mohamed Cheriet, Alberto Leon-Garcia, Omar Cherkaoui. 2016. « Green communications for carbon emission reductions : architectures and standards ». p. 125-148.

Yun Fu. Guoqiang Zhong, Mohamed Cheriet. 2014. « Low rank tensor manifold learning ». p. 133-150.

C. R. Rao, Govindaraju Venu. Mohamed Cheriet, Reza Farrahi Moghaddam, Ehsan Arabnejad, Guoqiang Zhong. 2013. « Manifold learning for the shape-based recognition of historical arabic documents ». p. 471-491.

Yang Xiao. K. K. Nguyen, A. Daouadji, M. Cheriet, M. Lemay. 2012. « Ontology-based resource description and discovery framework for low-carbon ». p. 137-152.

Kim Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Bill St. Arnaud, Victor Reijs, Andrew Mackarel, Pau Minoves, Alin Pastrama, Ward Van Heddeghem. 2011. « Renewable energy provisioning for ICT services in a future internet ». p. 419-429.

Horst Bunke, Juan José Villanueva, Gemma Sánchez, Xavier Otazu. J. Milgram, Robert Sabourin, Mohamed Cheriet. 2010. « Combining model-based and discriminative approaches in a modular two-stage classification system : application to isolated handwritten digit recognition ». p. 181-205.

Mohamed Cheriet, Y. Al-Ohali, N. Ayat, C.Y. Suen. 2007. « Arabic cheque processing system : issues and future trends ». p. 213-234.

M. Cheriet, Y. H. Yang. Mohamed Cheriet. 1999. « Extraction of handwritten data from noisy gray-level images using a multiscale approach ». p. 79-98.

C. H. Chen, L. F. Pau, P. S. P. Wang. Yuan Y. Tang, M. Cheriet, Jiming Liu, J. N. Said, Ching Y. Suen. 1999. « Document analysis and recognition by computers ». p. 579-612.

M. L. Simmer, C. G. Leedham, A. J. W. M. Thomassen. Myriam Côté, Eric Lecolinet, Mohamed Cheriet, Ching Y. Suen. 1996. « Using reading models for cursive script recognition ». p. 299-313.

Yuan Y. Tang, Yan Chang De, Mohamed Cheriet, Ching Y. Suen. 1993. « Automatic analysis and understanding of documents ». p. 625-654.

Communication (10)

F. M'Hiri, N. Dahdah, L. Duong, C. Desrosiers, M. Leye, J. Miró, M. Cheriet. 2014. « Analyse automatique de distensibilité des artères à partir des séquences angiographiques 2D ». Communication during a conference : 5e Journée Cardio-pédiatrique et Foeto-maternelle (JCF) ( Montreal, QC, Canada, Fév. 2014 )

F. M'Hiri, P. Adjagba, M. Bakloul, C. Desrosiers, L. Duong, M. Cheriet, C. Lapierre, J. Miró. 2013. « Extraction de structures vasculaires à partir d'angiographies 2D ». Communication during a conference : 4ème Journée Cardio-pédiatrique et Foeto-maternelle (JCF) ( Montreal, QC, Canada, Mars 2013 )

Mathias M. Adankon, Mohamed Cheriet. 2008. « Model selection for LS-SVM : application to handwriting recognition ». Communication during a conference : 11th International Conference on Frontiers in Handwriting Recognition (ICFHR) ( Montreal, QC, Canada, Aug. 19-21, 2008 )

Mohamed Cheriet, R. Farrahi Moghaddam. 2008. « Low quality image processing for DIAR : issues and directions ». Communication during a conference : 16th European Signal Processing Conference (EUSIPCO) ( Lausanne, Switzerland, Aug. 25-29, 2008 )

N. Mezghani, A. Mitiche, Mohamed Cheriet. 2006. « Estimation de densité de probabilité par maximum d'entropie et reconnaissance bayesienne de caractères Arabes en-ligne. ». Communication during a conference : 15e Congrès Francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle (RFIA) ( Tours, France, 25-27 janv. 2006 )

M. Adankon, Mohamed Cheriet, N.E. Ayat. 2005. « Optimizing resources in model selection for support vector machines ». Communication during a conference : IEEE International Joint Conference on Neural Networks (IJCNN) ( Montreal, QC, Canada, July 31-Aug. 4, 2005 )

H. Seddik, M. Sayadi, F. Faniech, Mohamed Cheriet. 2005. « A new spatial watermarking method based on a logarithmic transformation of an encrypted embedded Mark ». Communication during a conference : 17th IMACS World Congress on Scientific Computation, Applied Mathematics and Simulations ( Paris, France, July 11-15, 2005 )

V. Berthiaume, Mohamed Cheriet, Christian Gargour. 2003. « Handwritten character analysis by wavelet transform ». Communication during a conference : Canadian Conference on Electrical and Computer Engineering 2003 (CCECE 03) ( Montreal, QC, Canada, May 4-17, 2003 )

Mohamed Cheriet, Daniel Crevier, Jacques A. de Guise, Sylvie Doré, Pierre Dumouchel, Richard Lepage, Rita Noumeir, Robert Sabourin. 1996. « Présentation des activités du laboratoire d'imagerie, de vision et d'intelligence artificielle ». Communication during a conference : Conférence-midi du Département de Génie Électrique de l'ÉTS ( Montréal, QC, Canada, 15 févr. 1996 )

J. C. Simon, M. Cheriet. 1990. « Finding ascenders and descenders of handwritten words ». Communication during a conference : International Association for Pattern Recognition (IAPR) Workshop on syntactic and structural pattern recognition ( Murray Hill, NJ, USA, June 13-15, 1990 )

Non-peer-reviewed article published in a journal or magazine (1)

Josep Llados, Apostolos Antonacopoulos, Mohamed Cheriet, Umapada Pal. 2011. « Special issue on ICDAR2009 selected and extended papers : preface ». International Journal on Document Analysis and Recognition, vol.14, p. 241.

Book (5)

Mohamed Cheriet, Nawwaf Kharma, Cheng-Lin Liu, Ching Suen. 2007. « Character recognition systems : a guide for students and practioners ». Hoboken, N.J., USA Wiley-Interscience. 326 p.

M. Cheriet, S. N. Srihari. 2002. « Eighth International Workshop on Frontiers in Handwriting Recognition : proceedings : 6-8 August, 2002, Ontario, Canada ». Los Alamitos, Calif. IEEE Computer Society. 530 p.

Gregory Dudek, Mohamed Cheriet. 2000. « Vision Interface '2000 : Actes / Proceedings ». Association Canadienne de Traitement d'images reconnaissance de formes. 403 p.

M. Cheriet, Y. H. Yang. 1999. « Vision Interface : Real world applications of computer vision ». World Scientific.

Mohamed Cheriet, Herbert Yang. 1998. « Vision Interface '98 : proceedings, Vancouver, B.C., 18-20 June, 1998 ». Montréal Canadian Image Processing and Pattern Recognition Society. 491 p.

Award and distinction

Fellow |Académie canadienne du génie
2017
Médaille du jubilé de diamant de la reine Elizabeth II |
2012
J.M. Ham Outstanding Engineering Educator Award |Institute of Electrical and Electronics Engineers Canada
2016
Prix d'excellence du c.a. en recherche 2012 |École de technologie supérieure
2012