| Deep learners benefit more from out-of-distribution examples Y Bengio, F Bastien, A Bergeron, N Boulanger–Lewandowski, T Breuel, ... Proceedings of the Fourteenth International Conference on Artificial …, 2011 | 204 | 2011 |
| Feature set evaluation for offline handwriting recognition systems: application to the recurrent neural network model Y Chherawala, PP Roy, M Cheriet IEEE transactions on cybernetics 46 (12), 2825-2836, 2015 | 77 | 2015 |
| Feature design for offline Arabic handwriting recognition: handcrafted vs automated? Y Chherawala, PP Roy, M Cheriet 2013 12th International Conference on Document Analysis and Recognition, 290-294, 2013 | 57 | 2013 |
| Food grading/sorting based on color appearance trough machine vision: The case of fresh cranberries Y Chherawala, R Lepage, G Doyon 2006 2nd international conference on information & communication …, 2006 | 30 | 2006 |
| Combination of context-dependent bidirectional long short-term memory classifiers for robust offline handwriting recognition Y Chherawala, PP Roy, M Cheriet Pattern Recognition Letters 90, 58-64, 2017 | 27 | 2017 |
| Stretching deep architectures for text recognition Y Zheng, Y Cai, G Zhong, Y Chherawala, Y Shi, J Dong 2015 13th International Conference on Document Analysis and Recognition …, 2015 | 25 | 2015 |
| W-TSV: Weighted topological signature vector for lexicon reduction in handwritten Arabic documents Y Chherawala, M Cheriet Pattern recognition 45 (9), 3277-3287, 2012 | 25 | 2012 |
| Deep self-taught learning for handwritten character recognition F Bastien, Y Bengio, A Bergeron, N Boulanger-Lewandowski, T Breuel, ... arXiv preprint arXiv:1009.3589, 2010 | 23 | 2010 |
| TSV-LR: topological signature vector-based lexicon reduction for fast recognition of pre-modern Arabic subwords Y Chherawala, R Wisnovsky, M Cheriet Proceedings of the 2011 Workshop on Historical Document Imaging and …, 2011 | 22 | 2011 |
| Arabic word descriptor for handwritten word indexing and lexicon reduction Y Chherawala, M Cheriet Pattern recognition 47 (10), 3477-3486, 2014 | 20 | 2014 |
| Deep-belief-network based rescoring approach for handwritten word recognition PP Roy, Y Chherawala, M Cheriet 2014 14th International Conference on Frontiers in Handwriting Recognition …, 2014 | 17 | 2014 |
| An empirical evaluation of supervised dimensionality reduction for recognition G Zhong, Y Chherawala, M Cheriet 2013 12th International Conference on Document Analysis and Recognition …, 2013 | 11 | 2013 |
| Handwritten text recognition RS Dixon, A Delaye, DEG Rubalcava, DL Howell, YK Chherawala, ... US Patent 10,671,844, 2020 | 9 | 2020 |
| Context-dependent blstm models. Application to offline handwriting recognition Y Chherawala, PP Roy, M Cheriet 2014 IEEE International Conference on Image Processing (ICIP), 2565-2569, 2014 | 6 | 2014 |
| Sparse descriptor for lexicon reduction in handwritten Arabic documents Y Chherawala, R Wisnovsky, M Cheriet Proceedings of the 21st International Conference on Pattern Recognition …, 2012 | 6 | 2012 |
| Embedded large–scale handwritten chinese character recognition Y Chherawala, HJGA Dolfing, RS Dixon, JR Bellegarda ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 5 | 2020 |
| Deep self-taught learning for handwritten character recognition Y Bengio, F Bastien, A Bergeron, N Boulanger-Lewandowski, ... NIPS* 2010 Deep Learning and Unsupervised Feature Learning Workshop, 2010 | 4 | 2010 |
| Data incubation—synthesizing missing data for handwriting recognition JHR Chang, M Bresler, Y Chherawala, A Delaye, T Deselaers, R Dixon, ... ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 2 | 2022 |
| Shape recognition on a Riemannian manifold Y Chherawala, M Cheriet 2012 11th International Conference on Information Science, Signal Processing …, 2012 | 1 | 2012 |
| Handwritten text recognition RS Dixon, A Delaye, DEG Rubalcava, DL Howell, YK Chherawala, ... US Patent 11,430,239, 2022 | | 2022 |
Mohamed CherietFull Professor, ÉTS (U. of Quebec), Former Canada Research Chair, SYNCHROMEDIA Lab, CIRODDVerified email at etsmtl.ca
