Effective training of convolutional neural networks for face-based gender and age prediction G Antipov, M Baccouche, SA Berrani, JL Dugelay Pattern Recognition 72, 15-26, 2017 | 159 | 2017 |
Learned vs. hand-crafted features for pedestrian gender recognition G Antipov, SA Berrani, N Ruchaud, JL Dugelay Proceedings of the 23rd ACM international conference on Multimedia, 1263-1266, 2015 | 156 | 2015 |
Minimalistic CNN-based ensemble model for gender prediction from face images G Antipov, SA Berrani, JL Dugelay Pattern recognition letters 70, 59-65, 2016 | 154 | 2016 |
Robust content-based image searches for copyright protection SA Berrani, L Amsaleg, P Gros Proceedings of the 1st ACM international workshop on Multimedia databases, 70-77, 2003 | 121 | 2003 |
Apparent age estimation from face images combining general and children-specialized deep learning models G Antipov, M Baccouche, SA Berrani, JL Dugelay Proceedings of the IEEE conference on computer vision and pattern …, 2016 | 120 | 2016 |
A non-supervised approach for repeated sequence detection in TV broadcast streams SA Berrani, G Manson, P Lechat Signal Processing: Image Communication 23 (7), 525-537, 2008 | 65 | 2008 |
Contribution of recurrent connectionist language models in improving LSTM-based Arabic text recognition in videos S Yousfi, SA Berrani, C Garcia Pattern Recognition 64, 245-254, 2017 | 63 | 2017 |
Deep learning and recurrent connectionist-based approaches for Arabic text recognition in videos S Yousfi, SA Berrani, C Garcia 2015 13th international conference on document analysis and recognition …, 2015 | 54 | 2015 |
ALIF: A dataset for Arabic embedded text recognition in TV broadcast S Yousfi, SA Berrani, C Garcia 2015 13th International Conference on Document Analysis and Recognition …, 2015 | 52 | 2015 |
Approximate searches: k-neighbors+ precision SA Berrani, L Amsaleg, P Gros Proceedings of the twelfth international conference on Information and …, 2003 | 52 | 2003 |
TV content analysis: Techniques and applications Y Kompatsiaris, B Merialdo, S Lian CRC Press, 2012 | 49* | 2012 |
Automatic TV broadcast structuring G Manson, SA Berrani International journal of digital multimedia broadcasting 2010, 2010 | 39 | 2010 |
Enhancing face recognition from video sequences using robust statistics SA Berrani, C Garcia IEEE Conference on Advanced Video and Signal Based Surveillance, 2005., 324-329, 2005 | 39 | 2005 |
Recherche par similarités dans les bases de données multidimensionnelles: panorama des techniques d'indexation. SA Berrani, L Amsaleg, P Gros INGENIERIE DES SYSTEMS D INFORMATION 7 (5/6), 9-44, 2002 | 34 | 2002 |
Robust object recognition in images and the related database problems L Amsaleg, P Gros, SA Berrani Multimedia Tools and applications 23, 221-235, 2004 | 33 | 2004 |
A probabilistic framework for fusing frame-based searches within a video copy detection system N Gengembre, SA Berrani Proceedings of the 2008 international conference on Content-based image and …, 2008 | 29 | 2008 |
Off-line multiple object tracking using candidate selection and the viterbi algorithm F Pitié, SA Berrani, A Kokaram, R Dahyot IEEE International Conference on Image Processing 2005 3, III-109, 2005 | 29 | 2005 |
Recherche approximative de plus proches voisins avec contrôle probabiliste de la précision; application à la recherche d'images par le contenu SA Berrani Université Rennes 1, 2004 | 29 | 2004 |
TV broadcast macro-segmentation: Metadata-based vs. content-based approaches SA Berrani, P Lechat, G Manson Proceedings of the 6th ACM international conference on Image and video …, 2007 | 24 | 2007 |
Arabic text detection in videos using neural and boosting-based approaches: Application to video indexing S Yousfi, SA Berrani, C Garcia 2014 IEEE International Conference on Image Processing (ICIP), 3028-3032, 2014 | 21 | 2014 |