Publications

Année 2005:

Revues

  1. Cheriet M., Demers J.C., Deblois S., Shock Filter -Based Diffusion Fields- Appl. to Grayscale Character Image Processing, Int. J. of Image and Graphics (SI), Invited Paper, 5(2): 209-245, 2005.
     

  2. Ayat, N. E., Cheriet,  M., suen, C.Y., Automatic Model Selection for the Optimization of SVM kernels, Pattern Recognition Journal, In press, January 2005.
     

  3. Ben Braiek, Ezzedine, Cheriet, Mohamed, Doré, Vincent, <SKCS – A Separable Kernel Family with Compact Support to Improve Visual Segmentation of Handwritten Data, Electronic Letters on Computer Vision and Image Analysis, 5(1): 14-29, 2005.
     

  4. Edson J. R. Justino, Flávio Bortolozzi, Robert Sabourin, A Comparison of SVM and HMM Classifiers in the Off-Line Signature Verification, Pattern Recognition Letters, (2005) In Press.
     

  5. Nassif, N., Kajl, S., Sabourin, R., Opimization of HVAC Control System Strategy Using Two-Objective Genetic Algorithm, International Journal of Heating, Ventilating, Air-Conditioning and Refrigerating Research (ASHRAE), 11(3): 459-486, 2005.
     

  6. Nassif, N., Kajl, S., Sabourin, R., Ventilation Outdoor Air Control Strategy Using Supply CO2 Concentration Set Point, International Journal of Heating, Ventilating, Air-Conditioning and Refrigerating Research (ASHRAE), 11(2): 239-262, 2005.
     

  7. Wong, Tony, Bigras, Pascal, Cervera, Daniel, A software application for visualizing and understanding hydraulic and pneumatic networks, Journal of Computer Applications in Engineering Education (CAEE), 2005, In Press.
     

  8. Koerich, A.L., Sabourin, R., et Suen, C.Y., Recognition and Verification of Unconstrained Handwritten Words, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27(10):1509-1522, 2005.
     

  9. Milgram, J., Sabourin, R., Cheriet, M., 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, 5(2):1-15, 2005, pp. 293-304.
     

  10. Ma, I., Wong, T. , Sankar, T., Volatility Forecast by Discrete Stochastic Optimization and Genetic Algorithms, Journal of New Mathematics and Natural Computation (accepted: October 2005).
     

  11. Mazghani, N., Mitiche, A., Cheriet, M., A new representation of Shape and its use for superior performance in on-line Arabic character recognition by an associative memory, International Journal for Document Analysis and Recognition, 7(4):201-210, 2005.
     

  12. Fennir, M.A.; Landry, J.A., Raghavan, G.S.V., Respiration Rate of Potatoes (Solanum Tuberosum L.) as affected by Soft Rot (Erwinia Caratovora) and Determined at Various Storage Temperatures, West Indian Journal of Engineering. Vol. 27(2):62-71, 2005.
     

  13. Ben Azouz, Z., Rioux, M., Shu, C. and Lepage, R., Characterizing Human Shape Variation Using?3-D Anthropometric Data, Visual Computer Journal, invited paper, 2005.
     

  14. Noumeir, R.,, Benefits of DICOM Modality Performed Procedure Step, Journal of Digital Imaging, In Press, 2005.
     

  15. Noumeir, R.,, Radiology Interpretation Process Modeling, Journal of Biomedical Informatics, accepted, 2005.
     

  16. Morita, M.E., Oliveira, L.S., Sabourin,R., Geração Automática de Conjuntos de Classificadores Através da Seleção de Características não Supervisionada (Automatic Generation of Ensemble of Classifiers through Unsupervised Feature Selection), IEEE Transactions in Latina America, Vol 3, No. 5, December 2005.
     

  17. Milgram, J., Sabourin, R., Cheriet, M., Système de classification à deux niveaux de décision combinant approche par modélisation et machines à vecteurs de support, Traitement du Signal, Vol 22, No. 3.
     


Chapitre de Livre


Conferences

  1. M. Toews, D. Louis Collins and T. Arbel. Maximum A Posteriori Local Histogram Estimation for Image Registration. International Conference on Medical Image Computing and Computer Assisted Intervention, 2005.                                                                                                                                                                             
  2. Cardinal P., Boulianne G., and Comeau M. Segmentation of Recordings Based on Partial Transcriptions. Proceedings of 9th European Conference on Speech Communication and Technology (Interspeech'2005 - Eu-rospeech), 2005.

     
  3. Radtke, Paulo Vinicius Wolski, Wong, Tony, Sabourin, Robert, A Multi-Objective Memetic Algorithm for Intelligent Feature Extraction, in the Proceedings of the Third International Conference on Evolutionary Multi-Criterion Optimization (EMO 2005), Guanajuato, Mexico, LNCS 3410, March 9-11, 2005, ISBN 3-540-24983-4, pp 767-781.
     

  4. Oliveira, Luiz S., Morita, Marisa, Sabourin, Robert, Bortolozzi, Flavio,Multi-Objective Genetic Algorithms to Create Ensemble of Classifiers, in the Proceedings of the Third International Conference on Evolutionary Multi-Criterion Optimization (EMO 2005), Guanajuato, Mexico, LNCS 3410, March 9-11, 2005, ISBN 3-540-24983-4, pp 592-606.
     

  5. Côté, P., Wong, T., Sabourin, R., Application of a Hybrid Multi-Objective Evolutionary Algorithm to the Uncapacitated Exam Proximity Problem, PATAT 2004, Selected Papers, Lecture Notes in Computer Science (LNCS), Springer-Verlag, 2005, In Press.
     

  6. Oliveira, L., Justino, E.J.R., Freitas, C.O.A. and Sabourin, R., The Graphology Applied to Signature Verification, 12th Conference of the International Graphonomics Society (IGS2005), Salerno, Italy, 26-29 June 2005, ISBN 88 89702 13 3, pp 178-182.
     

  7. Aires, S.B.K., Freitas, C.O.A., Bortolozzi, F. and Sabourin, R., Perceptual Zoning for Handwritten Character Recognition, 12th Conference of the International Graphonomics Society (IGS2005), Salerno, Italy, 26-29 June 2005, ISBN 88 89702 13 3, pp. 286-290.
     

  8. Oliveira, L., Britto, A. and Sabourin, R., Optimizing Class-Related Thresholds with Particle Swarm Optimization, International Joint Conference on Neural Networks 2005 (IJCNN 2005), pp. 1511-1516, Montréal, Canada, August 1-4, 2005.
     

  9. Henniges, P., Granger, É. and Sabourin, R., Factors of Overtraining with Fuzzy ARTMAP Neural Networks, International Joint Conference on Neural Networks 2005 (IJCNN 2005), pp. 1075-1080, Montréal, Canada, August 1-4, 2005.
     

  10. Milgram, J., Chériet, M. and Sabourin, R., Estimating Accurate Multi-class Probabilities with Support Vector Machines, International Joint Conference on Neural Networks 2005 (IJCNN 2005), pp. 1906-1911, Montréal, Canada, August 1-4, 2005.
     

  11. Nassif, N., Kajl, S. and Sabourin, R., Simplified Model-Based Optimal Control of VAV Air-Conditioning System, The Ninth International Building Performance Simulation Association (BS2005), Montréal, Canada, August 18-25, 2005.
     

  12. Radtke, Paulo V.W., Sabourin, Robert, Wong, Tony, Intelligent Feature Extraction for Ensemble of Classifiers, 8th International Conference on Document Analysis and Recognition (ICDAR 2005), pp. 866-870, Seoul, South Korea, August 29-September 1st, ISBN 0-7695-2420-6, 2005.
     

  13. Oliveira, Luiz S., Brito Jr., Alceu S., Sabourin, Robert A Synthetic Database to Assess Segmentation Algorithms, 8th International Conference on Document Analysis and Recognition (ICDAR 2005), pp. 207-211, Seoul, South Korea, August 29-September 1st, ISBN 0-7695-2420-6, 2005.
     

  14. Oliveira, Luiz S., Brito Jr., Alceu S., Sabourin, Robert, Improving Cascading Classifiers with Particle Swarm Optimization, 8th International Conference on Document Analysis and Recognition (ICDAR 2005), pp. 570-574, Seoul, South Korea, August 29-September 1st, ISBN 0-7695-2420-6, 2005.
     

  15. Ma, I., WONG, T., Sankar, T. Volatility Forecast by Discrete Stochastic Optimization and Genetic Algorithms, International Conference on Computational Intelligence in Economics and Finance ? CIEF 2005, Salt Lake City, Utah, July 21 ? 26, 2005.
     

  16. Nassif, N., S. Kajl, R. Sabourin, ASHRAE Standard's 62 Multiple Spaces Equation for Design and Control, 10th International Conference on Indoor Air Quality and Climate, September 4-9, Beijing, China, 2005.
     

  17. Wong, T., Bigras, P., De Kelper, B., A Multi-Neighborhood and Multi-Operator Strategy for the Uncapacitated Exam Timetabling problem, IEEE International Conference on Systems, Man and Cybernetics - SMC2005, pp. 3810-3816, October 10?12, Hawaii, 2005.
     

  18. Nassif, N., Kajl, S., Sabourin, R., Optimal Operation of VAV Air-Conditioning System, XI International Conference of Air Conditioning, Air Protection & District Heating, pp. 435-440, Wroclaw, Pologne, 2005.
     

  19. Mathias M. Adankon, Mohamed Cheriet, Nedjem E. Ayat, Optimizing Resources in Model Selection for Support Vector Machines, Proceeding of the International Joint Conference in Neural Networks (IJCNN), pp.925-930, Montreal, Canada, 2005.
     

  20. Mathias M. Adankon, Mohamed Cheriet, Nedjem E. Ayat, Optimisation de ressources dans la Sélection de modèle des Machines à Vecteurs de Support, Comptes rendues des 12èmes rencontres de la Société Francophone de la Classification, pp. 35-38, Montréal, Canada, 2005.
     

  21. Li, Y., Cheriet, M., Suen, C.Y., A Threshlod Selection Method Based on Multiscale and Graylevel Co-occurrence Matrix Analysis, in the proceedings of The IEEE Intl. Conference on Document Analysis and Recognition (ICDAR'2005), Vol.2, pp. 575-579, 2005.
     

  22. Mezghani, N., Mitiche, A., Cheriet, M., Représentation des formes par des histogrammes de caractéristiques et son application à la reconnaissance en-ligne de caractères Arabes isolés, 3ème Conférence internationale : Sciences Électroniques, Technologies de l'Information et des Télécommunications, SETIT-2005, CD, 2005.
     

  23. Abid, S., Faniech, F., Jervis, B.W., Cheriet, M., Fast Training of Multilayer Perceptrons with Mixed Norm Algorithm, The IEEE Intl. Joint Conference on Neural Networks (IJCNN'05), Montréal, Canada, August 1-4, 2005.
     

  24. Mezai, L., Sehad, A., Sekkai, L., Cheriet, M., Estimation de l'inclinaison des documents arabes imprimés par la transformée de Hough, 4° conférence sur le Génie Electrique, École Militaire Polytechnique, Bordj-El-Bahri Alger, 12-13 Avril, 2005.
     

  25. Mezai, L., Sehad, A., Sekkai, L., Cheriet, M., Fast method for skew detection of printed Arabic documents using linear regression, International Computer Systems & Information Technology Conference ICSIT'05, Hilton Hotel, Algiers, Algeria, July 19-21, 2005.
     

  26. Da Costa, E. Luis and Landry, J.A., Generating grammatical plant models with genetic algorithms, Proceeding of the International Conference on Adaptive and Natural Computing Algorithms. Coimbra, Portugal. March 21-23. SpringerWien, New York. 230-234, 2005.
     

  27. Lachance, F., Landry, J.A., Laberge, B., Modélisation des échanges thermiques et d'humidité dans un bâtiment d'élevage avicole commercial, Journée scientifique et technique en génie agroalimentaire. 23 mars 2005, CRDA, Saint-Hyacinthe, 2005.
     

  28. Lepage, R., Lussier, J.-S., et Doyon, G., Estimation de la teneur en anthocyane au moyen de l'analyse par composantes principales (ACP) de la couleur des canneberges, dans Actes des 4e ateliers TAIMA'05, 2005, tenue à Hammamet (Tunisie), 26-30 septembre, 2005.
     

  29. Ben Azouz, Z., Shu, C., Lepage, R., et Rioux, M., Extracting Main Modes of Human Shape Variation from 3-D Anthropometric Data, dans Proceedings of the 5th International Conference on 3-D Digital Imaging and Modeling (3DIM'05), tenue à Ottawa, 13-16 June, 2005.
     

  30. Noumeir R., A.Chafik, Access Control and Confidentiality in Radiology, SPIE - The International Society for Optical Engineering, Medical Imaging 2005: PACS and Imaging Informatics, p. 340-347 (8 pages), 2005.
     

  31. Noumeir R., A. Lemay, J.M. Lina, Pseudonymisation of Radiology Data for Research Purposes, SPIE - The International Society for Optical Engineering, Medical Imaging 2005: PACS and Imaging Informatics, p. 298-305 (8 pages), 2005.
     

  32. Piccand, S., Noumeir, R., Paquette, E., Efficient visualization of volume data sets with region of interest and wavelets, SPIE - The International Society for Optical Engineering, Medical Imaging 2005: PACS and Imaging Informatics, p. 462-470 (8 pages), 2005.