Publications

Année 2002:

Revues

  1. Oliveira, L.S., Sabourin, R., Bortolozzi, F., and Suen, C.Y. Automatic Recognition of Handwritten Numerical Strings: A Recognition and Verification Strategy. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, N. 11, Pages 1438-1454, IEEE Computer Society Press, 2002.
     

  2. Ye X., Cheriet M., and Suen C.Y. StrCombo: Combination of String Recognizers. Pattern Recognition Letters, No.23, pp.381-394, 2002. Invited Paper
     

  3. Cantin, M.-A. , Savaria, Y. , Blaquière, Y. , Granger, E.  and Lavoie, P. , Four Implementations of the Fuzzy Adaptive Resonance Theory (ART) Neural Network for High Data Throughput Applications, submitted to IEEE Trans. Very Large Scale Integration, may 2002.


Chapitres de Livre

  1. Ayat N.E., Cheriet M., and Suen C.Y.. Optimization of the SVM Kernels using an Empirical Error Minimization Scheme. Lecture Notes in Computer Science, Vol. 2388, 2002, pp. 354-369, Springer Verlag.
     

  2. M. Cheriet & S.N. Srihari (eds.), Actes de la conférence The International Conference on Frontiers on Handwriting Recognition, 1 volume, 530 pp, Niagara-on-the-lake, Canada, août 2002


Conferences

  1. Smaili N., Cardinal P., Boulianne G., and P. Dumouchel. Disambiguation of Finite-State Transducers. Proceedings of 19th International Conference on Computational Linguistics (COLING2002)., 2002.

     
  2. Fnaiech F., Abid S., Ellala N., Cheriet M., A comparative study of fast neural network learning algorithms, Proc. The 2002 IEEE International Conference on Systems, Man and Cybernetics, Hammamet, Tunisia, pp. 24-29, Oct. 2002.
     

  3. Fnaiech N., Fnaiech Farhat, Cheriet M., A new Feedforward neural network pruning algorithm : SSM-interactive pruning (SSMIP), Proc. The 2002 IEEE International Conference on Systems, Man and Cybernetics, Hammamet, Tunisia, pp. 342-347, Oct. 2002.
     

  4. Koerich A., Leydier Y., Sabourin R, and Suen C.Y.. Système Hybride de Reconnaissance de Mots Manuscrits sur un Grand Vocabulaire Utilisant des Réseaux Neuronaux et des Modéles de Markov Cachés, Colloque International Francophone sur l'Écrit et le Document, (CIFED'2002), Hammamet, Tunisia, October 20-23, 2002.
     

  5. Justino, E.J.R., Bortolozzi, F. and Sabourin, R., The Interpersonal and Intrapersonal Variability Influences on Off-Line Signature Verification Using HMM, SIBGRAPI'02, XV Brazilian Symposium on Computer Graphics and Image Processing, 07 - 10 October 2002, Fortaleza, Brazil, pp 197-2002.
     

  6. Correia, S. E. N., de Carvalho, J.M. and Sabourin R., Human-Perception Handwritten Character Recognition using Wavelets, SIBGRAPI'02, XV Brazilian Symposium on Computer Graphics and Image Processing, 07 - 10 October 2002, Fortaleza, Brazil, pp 404.
     

  7. de Oliveira Jr, J.J., de Carvalho, J.M., Freitas, C.O. A., and Sabourin, R., Evaluating NN and HMM Classifiers for Handwritten Word Recognition, SIBGRAPI'02, XV Brazilian Symposium on Computer Graphics and Image Processing, 07 - 10 October 2002, Fortaleza, Brazil, pp 210-217.
     

  8. Bigras P., Khayati K., and Wong T. Modified feedback linearization controller for pneumatic system with non negligeable connection port restriction, IEEE International Conference on Systems, Man and Cybernatics, Hammamet, Tunisia, October 6-9.
     

  9. Wong T., and Bigras P. Causality Assignment Using Multiobjective Evolutionary Algorithms, IEEE International Conference on Systems Man and Cybernatics, Hammamet, Tunisia, October 6-9, 2002.
     

  10. Bigras P., Petrov P., and Wong T. A LMI approach to feedback path control for an articulated mining vehicule, 7th International Conference on Modeling and Simulation of Electric Machines, Converters and Systems, August 18 – 21, Montréal, session Electric Drive III WP-1C.
     

  11. Wong T., Bigras P., and Sabourin R. Causality Assignment Using Evolutionary Algorithms, 7th International Conference on Modeling and Simulation of Electric Machines, Converters and Systems, Montréal, CA, August 18-21, 2002.
     

  12. Fataicha Y., Cheriet M., Nie J., Suen C.Y., Document Analysis : a Multiscale Approach, IEEE Proc. The 16th ICPR, Quebec, August. 2002, pp. 335-338.
     

  13. Al-Ohali Y., Cheriet M., Suen C.Y., Introducing Termination Probabilities to HMM, IEEE Proc. The 16th ICPR, Quebec, August. 2002, pp. 319-322.
     

  14. Al-Ohali Y., Cheriet M., Suen C.Y., Efficient Estimation of Pen Trajectory from Off-Line Handwritten Words, IEEE Proc. The 16th ICPR, Quebec, August. 2002, pp. 323-326.
     

  15. Britto Jr, A.S., Sabourin R., Bortolozzi F. and Suen C.Y. A String Length Predictor to Control the Level Building of HMMs for Handwritten Numeral Recognition, 16th International Conference on Pattern Recognition (ICPR 2002), vol. IV pp.31-34, Quebec City, CA, August 11-15, 2002.
     

  16. Fataicha Y., Nie Y.Y., Cheriet M., and Suen C.Y. Content Analysis in Document Images: A Scale Space Approach, 16th International Conference on Pattern Recognition (ICPR 2002), Quebec City, CA, August 11-15, 2002.
     

  17. Ayat N.E., Cheriet M., and Suen C.Y.KMOD - A Two-parameter SVM Kernel for Pattern Recognition. 16th International Conference on Pattern Recognition (ICPR 2002), Quebec City, CA, August 11-15, 2002.
     

  18. Correia S. E. N., de Carvalho J. M., and Sabourin R. On the Performance of Wavelets for Handwritten Numerals Recognition, 16th International Conference on Pattern Recognition (ICPR 2002), vol. III pp.127-130, Quebec City, CA, August 11-15, 2002.
     

  19. Oliveira L. S., Sabourin R., Bortolozzi F., and Suen C.Y. Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Digit Recognition, 16th International Conference on Pattern Recognition (ICPR 2002), vol I pp. 568-571, Quebec City, CA, August 11-15, 2002.
     

  20. de Oliveira Jr J.J., de Carvalho J.M., Freitas C.O.A., and Sabourin R. Feature Sets Evaluation for Handwritten Word Recognition Using a Baseline System, 8th International Workshop on Frontiers of Handwriting Recognition (IWFHR'8), pp. 446-451, Niagara-on-the-Lake, CA, August 6-8, 2002.
     

  21. Mezghani N., Cheriet M., and Mitiche A.On-line recognition of handwritten Arabic characters using A Kohonen neural network, to appear in 8th International Workshop on Frontiers of Handwriting Recognition (IWFHR'8), Niagara-on-the-Lake, CA, August 6-8, 2002.
     

  22. Al-Ohali Y., Cheriet M., and Suen. C.Y. Dynamic Observations and Dynamic State Termination for Off-line Handwritten Word Recognition Using HMM, to appear in 8th International Workshop on Frontiers of Handwriting Recognition (IWFHR'8), Niagara-on-the-Lake, CA, August 6-8, 2002.
     

  23. Ayat N.Y., Cheriet M., and Suen C.Y. Empirical error based optimization of SVM kernels. Application to digit image recognition, 8th International Workshop on Frontiers of Handwriting Recognition (IWFHR'8), pp. 292-297, Niagara-on-the-Lake, CA, August 6-8, 2002.
     

  24. Morita M., Sabourin R., Bortolozzi F., and Suen C.Y. Segmentation and Recognition of Handwritten Dates, 8th International Workshop on Frontiers of Handwriting Recognition (IWFHR'8), pp. 105-110, Niagara-on-the-Lake, CA, August 6-8, 2002.
     

  25. Koerich A., Sabourin R., Leydier Y., and Suen C.Y.. A Hybrid Large Vocabulary Handwritten Word Recognition System using Neural Networks with Hidden Markov Models, 8th International Workshop on Frontiers of Handwriting Recognition (IWFHR'8), pp. 99-104,Niagara-on-the-Lake, CA, August 6-8, 2002.
     

  26. Wong T., Bigras P., and Cervera D. A Software Tool for Understanding Nonlinear Phenomena in Hydraulic and Pneumatic Systems, to appear in American Society for Engineering Education Annual Conference, to appear, Montréal, CA, June 16-19, 2002.
     

  27. Koerich A., Sabourin R., and Suen C.Y.Fast Two-Level Viterbi Search Algorithm for Unconstrained Handwriting Recognition. International Conference on Acoustics, Speech and Signal Processing (ICASSP 2002), pp.3537-3540, Orlando, USA, May 13-17, 2002.
     

  28. Wong T., Côté P., and Gely P. Final Exam Timetabling: A Practical Approach, to appear in Canadian Conference on Electrical and Computer Engineering, Winnipeg, CA, May 12-15, 2002.
     

  29. Morita M., Oliveira L.S., Sabourin R., Bortolozzi F., and Suen C.Y. An HMM-MLP Hybrid System to Recognize Handwritten Dates. International Joint Conference on Neural Networks (IJCNN 2002), pp. 867-872, Honolulu, USA, IEEE Press, May 12-17, 2002.