Publications

Année 2010:
Revues                                                                                                                                                    
  1. K. Punithakumar, I. Ben Ayed, I. Ross, A. Islam, J. Chong and S. Li, Detection of Left Ventricular Motion Abnormality via Information  Measures and Bayesian Filtering, IEEE Transactions on Information Technology in Biomedicine, Vol. 14, No. 4, pp. 1106-1113, 2010.                                                                                                                                                                                                                                                              
  2. M. Ben Salah, A. Mitiche, and I. Ben Ayed, Effective Level Set Image Segmentation with a Kernel Induced Data Term, IEEE Transactions on Image Processing, Vol.  19, No. 1, pp. 220-232, 2010.                                                                                                                                                                                                                                 
  3.  K. Punithakumar, I. Ben Ayed, A. Islam, I. Ross and S. Li,  Tracking Endocardial Motion via Multiple Model Filtering,  IEEE Transactions on Biomedical Engineering, Vol. 57, No. 8, pp. 2001-2010, 2010                                                                                                                                                                                                                     
  4. Batista. L., Granger, E. and Sabourin, R. Improving performance of HMM-based off-line signature verification systems through a multihypothesis approach, International Journal on Document Analysis and Recognition, IJDAR (2010) 13:33-47.                                                                                                                                                                        
  5.  M. Toews, William M. Wells III, D. Louis Collins and T. Arbel. Feature-Based Morphometry: Discovering Group-related Anatomical Patterns. NeuroImage, Vol. 49(3), pp. 2318-2327, 2010. Impact Factor: 6.252
     

  6. Bertolini, D., Oliveira, L.S., Justino, E. and Sabourin, R., Reducing Forgeries in Writer-Independent Off-Line Signature Verification through Ensemble of Classifiers, Pattern Recognition, v. 43, pp. 387-396, 2010.
     

  7. Khreich, W., Granger, E., Miri, A. and Sabourin, R., On the Memory Complexity of the Forward-Backward Algorithm, Pattern Recognition Letters, vol. 31, Issue 2, 15 january 2010, pp 91-99.
     

  8. Khreich, W., Granger, E., Miri, A. and Sabourin, R., Iterative Boolean combination of classifiers in the ROC space: An application to anomaly detection with HMMs, Pattern Recognition, 2010, 43, 2732-2752.
     

  9. Hanusiak, R.K., Justino, E.J.R, Oliveira, L.S. and Sabourin, R., Identificação da Autoria de Manuscritos com Base em Atributos Genéticos e Genéricos da Escrita, Revista de Informática Teórica e Aplicada, vol. 17, no. 2 (2010) pp. 193-209.
     


Chapitres de Livre  

  1. Vellasques E., Granger E., and Sabourin R., "Intelligent Digital Watermarking of Document Images , to appear in Handbook of Pattern Recognition and Computer Vision, ed., C.H. Chen, 4th edition, January 2010 (Accepted for publication, may 2009)
     

  2. Henniges P., Granger E., Sabourin R., and Oliveira L. S., "Fuzzy ARTMAP Match Tracking Strategies for the Recognition of Handwritten Characters , to appear in Handbook of Pattern Recognition and Computer Vision, ed., C.H. Chen, 4th edition, January 2010 (Accepted for publication, may 2009).
     


Conferences

  1. Marco Pedersoli, Jordi GonzÃlez, Andrew D. Bagdanov, Juan J. Villanueva, Recursive Coarse-to-Fine Localization for fast Object Detection, ECCV, September 2010. 

     
  2. Gupta V., Boulianne G., and Cardinal P. Content-Based Audio Copy Detection Using Nearest-Neighbor Mapping. Proceedings of 35th International Conference on Acoustics, Speech, and Signal Processing (ICASSP
    2010), 2010.

     
  3. Cardinal P., Gupta V., and Boulianne G. Content-Based Advertisement Detection. Proceedings of the 11th Annual Conference of the International Speech Communication Association (Interspeech), 2010.      

     
  4. Gupta V., Boulianne G., and Cardinal P. CRIM's Content-Based Audio Copy Detection System for TRECVID 2009. Proceedings of 8th International Workshop on Content-Based Multimedia Indexing (CBMI 2010), 2010.

     
  5. I. Ben Ayed, H-M Chen, K. Punithakumar, I. Ross, and S. Li, Graph Cut Segmentation with a Global Constraint: Recovering Region Distribution via a Bound of the Bhattacharyya Measure, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, CA, pp. 3288-3295, 2010.                                                                                                                                                                                                   
  6. I. Ben Ayed, A. Mitiche, M. Ben Salah, and S. Li, Finding Image Distributions on Active Curves, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, CA, pp. 3225-3232, 2010.                                                                                                                                                                                
  7. K. Punithakumar, I. Ben Ayed, A. Islam, I. Ross and S. Li, Regional Heart Motion Abnormality Detection via Information Measures and Unscented Kalman FilteringMedical Image Computing and Computer Assisted Intervention (MICCAI), Beijing, China, T. Jiang et al. (Eds.), Vol. LNCS 6361, pp. 409-417, 2010                                                                                                                                                                                                                                                                                        
  8. M. Ben Salah, A. Mitiche, and I. Ben Ayed, Image Partitioning with Kernel Mapping and Graph Cuts, IEEE International Conference on Image Processing (ICIP), Hong Kong, pp. 245 – 248, 2010.                                                                                                                                                                                                                                
  9. M. Toews, William M. A Mutual-Information Scale-space for Image Feature Detection and Feature-based Classification of Volumetric Brain Images. Wells III. IEEE CVPR Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA), 2010.                                                                                                                                        
  10. M. Demirkus, M. Toews, J. Clark, T. Arbel. Gender Classification from Unconstrained Video Sequences. IEEE CVPR Workshop on Analysis and Modelling of Faces and Gestures (AMFG), 2010.                                                                                                                                                                                                                         
  11. R. Rajamalingham, M. Toews, D Louis Collins, T. Arbel. Exploring Cortical Folding Pattern Variability Using Local Image Features. MICCAI Workshop on Medical Computer Vision (MCV), 2010.                                                                                                                                                                                                                 
  12. Gupta V., Boulianne G., and Cardinal P. Content-Based Audio Copy Detection Using Nearest-Neighbor Mapping. Proceedings of 35th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), 2010.

     
  13. Cardinal P., Gupta V., and Boulianne G. Content-Based Advertisement Detection. Proceedings of the 11th Annual Conference of the International Speech Communication Association (Interspeech), 2010.

     
  14. Gupta V., Boulianne G., and Cardinal P. CRIM's Content-Based Audio Copy Detection System for TRECVID 2009. Proceedings of 8th International Workshop on Content-Based Multimedia Indexing (CBMI 2010), 2010.

     
  15. Batista, L., Granger, E. And Sabourin, R., A Multi-Classifier System for Off-Line Signature Verification Based on Dissimilarity Representation, 9th Inter. Workshop on Multiple Classifier Systems (MCS 2010), Cairo, Egypt, April 7-9 2010, pp. 264-273.
     

  16. Cavalin, P., Sabourin, R. and Suen, C.Y., Dynamic Selection of Ensembles of Classifiers Using Contextual Information, 9th Inter. Workshop on Multiple Classifier Systems (MCS 2010), Cairo, Egypt, April 7-9 2010, pp.145-154.
     

  17. Vriesmann, L.M., Britto Jr., A., Oliveira, L.S., Sabourin, R. and Ko, A.H.R., Using Additional Neighborhood Information in a Dynamic Ensemble Selection Method: improving the KNORA approach, 17th Intl. Conf. on Systems, Signals and Image Processing, Rio de Janeiro, Brazil, June 17-19, 2010, pp. 420-423.
     

  18. Batista, L., Granger, E. And Sabourin, R., Applying Dissimilarity Representation to Off-line Signature Verification, 20th International Conference on Pattern Recognition, Istanbul, Turkey, 23-26 October, 2010, pp. 1293-1297.
     

  19. Connolly, J.F., Granger, E. and Sabourin, R., An Adaptive Ensemble of Fuzzy ARTMAP Neural Networks for Video-Based Face Classification, IEEE CEC 2010, 2010 IEEE World Congress on Computational Intelligence, Barcelona, Spain, 18-23 July 2010, pp. 1-8.
     

  20. Kapp, M., Sabourin, R. and Maupin, P., Adaptive Incremental Learning with an Ensemble of Support Vector Machines, 20th International Conference on Pattern Recognition, Istanbul, Turkey, 23-26 October, 2010, pp. 4048-4051.
     

  21. Khreich, W., Granger, E., Sabourin, R. and Miri, A., Boolean Combination of Classifiers in the ROC Space, 20th International Conference on Pattern Recognition, Istanbul, Turkey, 23-26 October, 2010, pp. 4299-4303.
     

  22. Paula Filho, P.L., Oliveira, L.S., Britto Jr, A.S. and Sabourin, R., Forest Species Recognition using Color-based Features, 20th International Conference on Pattern Recognition, Istanbul, Turkey, 23-26 October, 2010, pp. 4178-4181.
     

  23. Rabil, B.G., Sabourin, R. and Granger, E., Intelligent Watermarking with Multi-Objective Population Based Incremental Learning, The Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2010), Darmstadt, Germany, October 15-17, 2010, pp. 131-134.
     

  24. Vellasques, E., Sabourin, R. and Granger, E., Intelligent Watermarking of Document Images as a Dynamic Optimization Problem, The Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2010), Darmstadt, Germany, October 15-17, 2010, pp. 139-142.