+ Papers in refereed conference proceedings
«Distance functions and normalization under stream scenarios»Barboza, Eduardo V. L., De Almeida, Paulo R. L., De Souza Britto, Alceu and Cruz, Rafael M. O..” |
«GNN-DES: A new end-to-end dynamic ensemble selection method based on multi-label graph neural network»de Araujo Souza, Mariana, Sabourin, Robert, da Cunha Cavalcanti, George Darmiton and Cruz, Rafael Menelau Oliveira E..” |
«Privileged knowledge distillation for dimensional emotion recognition in the wild»Aslam, Muhammad Haseeb, Osama Zeeshan, Muhammad, Pedersoli, Marco, Koerich, Alessandro L., Bacon, Simon and Granger, Eric.” |
«Cascaded zoom-in detector for high resolution aerial images»Meethal, Akhil, Granger, Eric and Pedersoli, Marco.” |
«TCAM: Temporal class activation maps for object localization in weakly-labeled unconstrained videos»Belharbi, Soufiane, Ben Ayed, Ismail, McCaffrey, Luke and Granger, Eric.” |
«Negative evidence matters in interpretable histology image classification»Belharbi, Soufiane, Pedersoli, Marco, Ben Ayed, Ismail, McCaffrey, Luke and Granger, Éric.” |
«Multimodal data augmentation for visual-infrared person ReID with corrupted data»Josi, Arthur, Alehdaghi, Mahdi, Cruz, Rafel M. O. and Granger, Eric.” |
«Discriminative sampling of proposals in self-supervised transformers for weakly supervised object localization»Murtaza, Shakeeb, Belharbi, Soufiane, Pedersoli, Marco, Sarraf, Aydin and Granger, Eric.” |
«Multimodal data augmentation for visual-infrared person ReID with corrupted data»Josi, Arthur, Alehdaghi, Mahdi, Cruz, Rafel M. O. and Granger, Eric.” |
«TransVLAD: Multi-scale attention-based global descriptors for visual geo-localization»Xu, Yifan, Shamsolmoali, Pourya, Granger, Eric, Nicodeme, Claire, Gardes, Laurent and Yang, Jie.” |
«Privacy-preserving person detection using low-resolution infrared cameras»Dubail, Thomas, Guerrero Peña, Fidel Alejandro, Medeiros, Heitor Rapela, Aminbeidokhti, Masih, Granger, Eric and Pedersoli, Marco.” |
«Camera alignment and weighted contrastive learning for domain adaptation in video person ReID»Mekhazni, Djebril, Dufau, Maximilien, Desrosiers, Christian, Pedersoli, Marco and Granger, Eric.” |
«Enhanced single-shot detector for small object detection in remote sensing images»Shamsolmoali, Pourya, Zareapoor, Masoumeh, Jie, Yang, Granger, Eric and Chanussot, Jocelyn.” |
«Semi-weakly supervised object detection by sampling pseudo ground-truth boxes»Meethal, Akhil, Pedersoli, Marco, Zhu, Zhongwen, Romero, Francisco Perdigon and Granger, Eric.” |
«Constrained deep networks: Lagrangian optimization via Log-barrier extensions»Kervadec, H., Dolz, J., Yuan, J., Desrosiers, C., Granger, E. and Ben Ayed, I..” |
«Salient skin lesion segmentation via dilated scale-wise feature fusion network»Shamsolmoali, Pourya, Zareapoor, Masoumeh, Yang, Jie, Granger, Eric and Zhou, Huiyu.” |
«F-CAM: Full resolution class activation maps via guided parametric upscaling»Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger” |
«Temporal stochastic softmax for 3D CNNs : An application in facial expression recognition»Theo Ayral, Marco Pedersoli, Simon Bacon, Eric Granger” |
«Unsupervised multi-target domain adaptation through knowledge distillation»L. T. Nguyen-Meidine, A. Belal, M. Kiran, J. Dolz, L. A. Blais-Morin, E. Granger” |
«Cross attentional audio-visual fusion for dimensional emotion recognition»R. Gnana Praveen, Eric Granger, Patrick Cardinal” |
«Deep active learning for joint classification segmentation with weak annotator»Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger” |
«Augmented Lagrangian Adversarial Attacks»Jerome Rony, Eric Granger, Marco Pedersoli, Ismail Ben Ayed” |
«COMET-OCEP: A software process for research and development»Jesús Fonseca, Miguel De-la-Torre, Salvador Cervantes, Eric Granger, Jezreel Mejia” |
«Holistic guidance for occluded person re-identification»Madhu Kiran, Gnana R. Praveen, Le Thanh Nguyen-Meidine, Soufiane Belharbi, Louis-Antoine Blais Morin, Eric Granger” |
«Joint progressive knowledge distillation and unsupervised domain adaptation»Nguyen-Meidine Le Thanh, Eric Granger, Madhu Kiran, Jose Dolz, Louis-Antoine Blais-Morin” |
«Convolutional STN for weakly supervised object localization»Akhil Meethal, Marco Pedersoli, Soufiane Belharbi, Eric Granger” |
«Unsupervised domain adaptation in the dissimilarity space for person re-identification»Djebril Mekhazni, Amran Bhuiyan, George Ekladious, Eric Granger” |
«Cross-Domain face synthesis using a controllable GAN»Fania Mokhayeri, Kaveh Kamali, Éric Granger” |
«Progressive gradient pruning for classification, detection and domain adaptation»Le Thanh Nguyen-Meidine, Eric Granger, Madhu Kiran, Marco Pedersoli, Louis-Antoine Blais-Morin” |
«Encoding temporal information for automatic depression recognition from facial analysis»Wheidima Carneiro De Melo, Eric Granger, Miguel Bordallo Lopez” |
«Dual-triplet metric learning for unsupervised domain adaptation in video face recognition»George Ekladious, Hugo Lemoine, Eric Granger, Kaveh Kamali, Salim Moudache” |
«Deep weakly supervised domain adaptation for pain localization in videos»Gnana R. Praveen, Eric Granger, Patrick Cardinal” |
«Pose guided gated fusion for person re-identification»Amran Bhuiyan, Yang Liu, Parthipan Siva, Mehrsan Javan, Ismail Ben Ayed, Éric Granger” |
«A unifying mutual information view of metric learning: Cross-entropy vs. Pairwise losses»Malik Boudiaf, Jérôme Rony, Imtiaz Masud Ziko, Eric Granger, Marco Pedersoli, Pablo Piantanida, Ismail Ben Ayed” |
«Laplacian regularized few-shot learning»Imtiaz Masud Ziko, Jose Dolz, Eric Granger, Ismail Ben Ayed” |
«Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision»Hoel Kervadec, Jose Dolz, Shanshan Wang, Eric Granger, Ismail Ben Ayed” |
«Robust video face recognition from a single still using a synthetic plus variational model»Fania Mokhayeri, Eric Granger” |
«Using adaptive trackers for video face recognition from a single sample per person»Francis Charette Migneault, Eric Granger, Fania Mokhayeri” |
«Emotion recognition with spatial attention and temporal softmax pooling»Masih Aminbeidokhti, Marco Pedersoli, Patrick Cardinal, Eric Granger” |
«Combining global and local convolutional 3D networks for detecting depression from facial expressions»Wheidima Carneiro de Melo, Eric Granger, Abdenour Hadid” |
«Depression detection based on deep distribution learning»Wheidima Carneiro De Melo, Eric Granger, Abdenour Hadid” |
«Decoupling direction and norm for efficient gradient-based L2 adversarial attacks and defenses»Jérôme Rony, Luiz G.Hafemann, Luiz S. Oliveira, Ismail Ben Ayed, Robert Sabourin, Eric Granger” |
«Audio-visual kinship verification in the wild»Wu Xiaoting, Éric Granger, Tomi H. Kinnunen, Feng Xiaoyi, Abdenour Hadid” |
«RGB-depth cross-modal person re-identification»Frank M. Hafner, Amran Bhuiyan, Julian F. P. Kooij, Eric Granger” |
«Boundary loss for highly unbalanced segmentation»Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed” |
«Curriculum semi-supervised segmentation»Hoel Kervadec, Jose Dolz, Éric Granger, Ismail Ben Ayed” |
«On the interaction between deep detectors and siamese trackers in video surveillance»Madhu Kiran, Vivek Tiwari, Le Thanh Nguyen-Meidine, Louis-Antoine Blais Morin, Eric Granger” |
«Contextual weighting of patches for local matching in still-to-video face recognition»Ibtihel Amara, Eric Granger, Abdenour Hadid” |
«Decoupling direction and norm for efficient gradient-based l2 adversarial attacks»Jérôme Rony, Luiz Gustavo, Robert Sabourin, Eric Granger” |
«F-Measure curves for visualizing classifier performance with imbalanced data»Roghayeh Soleymani, Eric Granger, Giorgio Fumera” |
«Scalable Laplacian K-modes»Imtiaz Masud Ziko, Eric Granger, Ismail Ben Ayed” |
«Constrained-CNN losses for weakly supervised segmentation»Hoel Kervadec, Jose Dolz, Meng Tang, Éric Granger, Yuri Boykov, Ismail Ben Ayed” |
«Dynamic selection of exemplar-SVMs forwatch-list screening through domain adaptation»Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau” |
«An extended sparse classification framework for domain adaptation in video surveillance»Farshad Nourbakhsh, Eric Granger, Giorgio Fumera” |
«CNNs with cross-correlation matching for face recognition in video surveillance using a single training sample per person»Mostafa Parchami, Saman Bashbaghi, Eric Granger” |
«Video-based face recognition using ensemble of haar-like deep convolutional neural networks»Mostafa Parchami, Saman Bashbaghi, Eric Granger” |
«Using deep autoencoders to learn robust domain-invariant representations for still-to-video face recognition»Mostafa Parchami, Saman Bashbaghi, Eric Granger, Saif Sayed” |
«Multi-orientation scene text detection leveraging background suppression»Xihan Wang, Xiaoyi Feng, Zhaoqiang Xia, Jinye Peng, E. Granger” |
«A comparison of CNN-based face and head detectors for real-time video surveillance applications»Nguyen-Meidine Le Thanh, Eric Granger, Madhu Kiran, Louis-Antoine Blais-Morin” |
«Score thresholding for accurate instance classification in multiple instance learning»Marc-André Carbonneau, Eric Granger, Ghyslain Gagnon” |
«Witness identification in multiple instance learning using random subspaces»Marc-André Charbonneau, Éric Granger, Ghyslain Gagnon” |
«Learning of graph compressed dictionaries for sparse representation classification»Farshad Nourbakhsh, Eric Granger” |
«Recognizing people and their activities in surveillance video: technology state of readiness and roadmap»Dmitry O Gorodnichy, David Bissessar, Eric Granger, Robert Laganiére” |
«Classifier ensembles with trajectory under-sampling for face re-identification»Roghayeh Soleymani, Eric Granger, Giorgio Fumera” |
«Loss factors for learning Boosting ensembles from imbalanced data»Roghayeh Soleymani, Eric Granger, Giorgio Fumera” |
«Real-time visual play-break detection in sport events using a context descriptor»Marc-André Carbonneau, Alexandre J.Raymond, Éric Granger, Ghyslain Gagnon” |
«Contextual object tracker with structure encoding»Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Éric Granger” |
«Synthetic face generation under various operational conditions in video surveillance»Fania Mokhayeri, Éric Granger, Guillaume-Alexandre Bilodeau” |
«On the effects of illumination normalization with LBP-based watchlist screening»I. Amara, Eric Granger, A. Hadid” |
«Adaptive skew-sensitive fusion of ensembles and their application to face re-identification»Miguel De La Torre, Éric Granger, Robert Sabourin” |
«Ensembles of exemplar-SVMs for video face recognition from a single sample per person»Saman Bashbaghi, Éric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau” |
«Adaptive classification for person re-identification driven by change detection»C. Pagano, E. Granger, R. Sabourin, G. L. Marcialis, F. Roli”In ICPRAM 2015 – 4th International Conference on Pattern Recognition Applications and Methods, Proceedings (Lisbon, Portugal, Jan. 10-15, 2015)p. 45-55.SciTePress. .2015. |
«Video face recognition from a single still image using an adaptive appearance model tracker»M. Ali Akber Dewan, E. Granger, R. Sabourin, G. L. Marcialis, F. Roli” |
«Super-resolution pipeline for fast adjudication in watchlist screening»Vitaliy Tayanov, Éric Granger, Miguel Bordallo, Abdenour Hadid” |
«Spatio-temporal fusion for learning of regions of interests over multiple video streams»Samaneh Khoshrou, Jaime S. Cardoso, Eric Granger, Luis F. Teixeira” |
«Self-updating with facial trajectories for video-to-video face recognition»M. De-la-Torre, Eric Granger, P. Radtke, R. Sabourin, D. O. Gorodnichy” |
«Efficient adaptive face recognition systems based on capture conditions»C. Pagano, É. Granger, R. Sabourin, A. Rattani, G. L. Marcialis, F. Roli.” |
«Watch-list screening using ensembles based on multiple face representations»Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau” |
«An Individual-Specific Strategy for Management of Reference Data in Adaptive Ensembles for Person Re-Identification»M. De-la-Torre, Éric Granger, Robert Sabourin, D. O. Gorodnichy” |
«Improving signature-based biometric cryptosystems using Cascaded Signature Verification-Fuzzy Vault (SV-FV) approach»George S.Eskander, Robert Sabourin, Éric Granger” |
«Offline signature-based fuzzy vault: A review and new results»George S. Eskander, Robert Sabourin, Éric Granger” |
«Target-based evaluation of face recognition technology for video surveillance applications»Dmitry Gorodnichy, Éric Granger” |
«Efficient adaptive face recognition systems based on capture conditions»C. Pagano, É. Granger, R. Sabourin, A. Rattani, G. L. Marcialis, F. Roli” |
«Dynamic weighted fusion of adaptive classifier ensembles based on changing data streams»Christophe Pagano, Éric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli” |
«Evolving classifier ensembles using dynamic multi-objective swarm intelligence»Jean-François Connolly, Éric Granger, Robert Sabourin” |
«Comparison of adaptive appearance methods for tracking faces in video surveillance»M. Ali Akber Dewan, Éric Granger, F. Roli, Robert Sabourin, G. L. Marcialis” |
«A dissimilarity-based approach for biometric fuzzy vaults – Application to handwritten signature images»George S. Eskander, Robert Sabourin, Éric Granger.” |
«Dissimilarity representation for handwritten signature verification»George S. Eskander, Robert Sabourin, Eric Granger.” |
«On the dissimilarity representation and prototype selection for signature-based bio-cryptographic systems»George S. Eskander, Robert Sabourin, Éric Granger.” |
«Towards automated transactions based on the offline handwritten signatures»George S. Eskander, Robert Sabourin, Eric Granger” |
«Securing mass biometric templates using blockwise multi-resolution clustering watermarking»Bassem S.Rabil, Robert Sabourin, Eric Granger” |
«Adaptive ensemble selection for face re-identification under class imbalance»Paulo Radtke, Robert Sabourin, Dmitry Gorodnichy” |
«On the correlation between genotype and classifier diversity»Jean-François Connolly, Éric Granger, Robert Sabourin” |
«Incremental update of biometric models in face-based video surveillance»M. De-la-Torre, Éric Granger, P. V. W. Radtke, Robert Sabourin, D. O. Gorodnichy” |
«A comparison of adaptive matchers for screening of faces in video surveillance»M. De-la-Torre, P. V. W. Radtke, Éric Granger, Robert Sabourin, D. O. Gorodnichy” |
«Adaptation of writer-independent systems for offline signature verification»George S. Eskander, Robert Sabourin, Éric Granger” |
«Why template self-update should work in biometric authentication systems?»Gian Luca Marcialis, Luca Didaci, Alessandro Pisano, Éric Granger, Fabio Roli” |
«Detector ensembles for face recognition in video surveillance»Christophe Pagano, Éric Granger, Robert Sabourin, Dmitry O. Gorodnichy” |
«Adaptive selection of ensembles for imbalanced class distributions»Paulo V. W. Radtke, Éric Granger, Robert Sabourin, Dmitry Gorodnichy” |
«A dual-staged classification-selection approach for automated update of biometric templates»Ajita Rattani, Gian Luca Marcialis, Éric Granger, Fabio Roli” |
«Gaussian mixture modeling for dynamic particle swarm optimization of recurrent problems»Eduardo Vellasques, Robert Sabourin, Éric Granger” |
«Dynamic ensemble selection for off-line signature verification»Luana Batista, Éric Granger, Robert Sabourin” |
«Comparing dynamic PSO algorithms for adapting classifier ensembles in video-based face recognition»Jean-François Connolly, Éric Granger, Robert Sabourin” |
«Signature based Fuzzy Vaults with boosted feature selection»George S. Eskander, Robert Sabourin, Éric Granger” |
«Exploring the upper bound performance limit of iris biometrics using score calibration and fusion»Dmitry O.Gorodnichy, Elan Dubrofsky, Richard Hoshino, Wael Khreich, Éric Granger, Robert Sabourin” |
«Incremental boolean combination of classifiers»Wael Khreich, Éric Granger, Ali Miri, Robert Sabourin” |
«Dénombrement de foule lors d’événements au quartier des spectacles de Montréal»Samuel Nault, Thierry Blaise, Tasse Fotso, Richard Lepage, Éric Granger” |
«Impact of watermarking on offline signature verification in intelligent bio-watermarking systems»Bassem S. Rabil, Robert Sabourin, Éric Granger” |
«Watermarking stack of grayscale face images as dynamic multi-objective optimization problem»Bassem S. Rabil, Robert Sabourin, Éric Granger” |
«A multi-classifier system for off-line signature verification based on dissimilarity representation»Luana Batista, Éric Granger, Robert Sabourin” |
«Applying dissimilarity representation to off-line signature verification»Luana Batista, Éric Granger, Robert Sabourin” |
«An adaptive ensemble of fuzzy ARTMAP neural networks for video-based face classification»Jean-François Connolly, Éric Granger, Robert Sabourin” |
«Evolving ARTMAP neural networks using multi-objective particle swarm optimization»Éric Granger, D. Prieur, Jean-François Connolly” |
«Boolean combination of classifiers in the ROC space»Wael Khreich, Éric Granger, Ali Miri, Robert Sabourin” |
«Intelligent watermarking with multi-objective population based incremental learning»Bassem S. Rabil, Robert Sabourin, Éric Granger” |
«Intelligent watermarking of document images as a dynamic optimization problem»EduardoVellasques, Robert Sabourin, Éric Granger” |
«A multi-hypothesis approach for off-line signature verification with HMMs»Luana Batista, Éric Granger, Robert Sabourin” |
«Incremental adaptation of fuzzy ARTMAP neural networks for video-based face classification»Jean-François Connolly, Éric Granger, Robert Sabourin” |
«A comparison of techniques for on-line incremental learning of HMM parameters in anomaly detection»Wael Khreich, Éric Granger, Ali Miri, Robert Sabourin” |
«Combining hidden Markov models for improved anomaly detection»Wael Khreich, Éric Granger, Robert Sabourin, Ali Miri” |
«Supervised incremental learning with the fuzzy ARTMAP neural network»Jean-François Connolly, Éric Granger, Robert Sabourin” |
«A comparison of fuzzy ARTMAP and Gaussian ARTMAP neural networks for incremental learning»Éric Granger, Jean-Francois Connolly, Robert Sabourin” |
«Novelty detection with probabilistic ARTMAP neural networks»Eric Granger, Germain Lefrançois” |
«Comparison of ARTMAP neural networks for classification for face recognition from video»M. Barry, Éric Granger” |
«Face recognition in video using a what-and-where fusion neural network»M. Barry-Camerra, Éric Granger” |
«Incremental learning of stochastic grammars with graphical EM in radar electronic support»Guillaume Latombe, Éric Granger, Fred A. Dilkes” |
«Particle swarm optimization of fuzzy ARTMAP parameters»Éric Granger, P. Henniges, L.S. Oliveira, Robert Sabourin” |
«Impact of fuzzy ARTMAP match tracking strategies on the recognition of handwritten digits»Philippe Henniges, Éric Granger, Robert Sabourin, Luiz S. Oliveira” |
«Fast incremental techniques for learning production rule probabilities in radar electronic support»Guillaume Latombe, Éric Granger, Fred A. Dilkes” |
«Maximum likelihood and the graphical em algorithm»Guillaume Latombe, Éric Granger, Fred A. Dilkes” |
«Feature selection techniques for classification of satellite images with fuzzy ARTMAP neural networks»Dominique Rivard, Éric Granger, Robert Sabourin” |
«Factors of overtraining with fuzzy ARTMAP neural networks»Philippe Henniges, Éric Granger, Robert Sabourin” |
«Radar ESM with a what-and-where fusion neural network»Eric Granger, Mark A. Rubin, Stephen Grossberg, Pierre Lavoie” |
«Analysis of quantization effects in a digital hardware implementation of a fuzzy ART neural network algorithm»M. -A. Cantin, Y. Savaria, Y. Blaquière, E. Granger, P. Lavoie” |
«Classification of incomplete data using the fuzzy ARTMAP neural network»E. Granger, M. A. Rubin, S. Grossberg, P. Lavoie” |
«Four implementations of the fuzzy ART neural network for high data throughput applications»M. -A. Cantin, E. Granger, Y. Savaria, Y. Blaquière, P. Lavoie” |
«A comparison of classifiers for radar emitter type identification»Eric Granger, Stephen Grossberg, Pierre Lavoie, Mark A. Rubin” |
«Familiarity discrimination of radar pulses»Eric Granger, Stephen Grossberg, Mark A. Rubin, William W. Streilein” |
«Implementation of the fuzzy ART neural network for fast clustering of radar pulses»M. -A. Cantin, Y. Blaquière, Y. Savaria, E. Granger, P. Lavoie” |
«A VLSI architecture for fast clustering with the fuzzy ART neural networks»E. Granger, Y. Blaquière, Y. Savaria, M.-A. Cantin, P. Lavoie” |
«COMET-OCEP: A Software Process for Research and Development»Fonseca, Jesús and De-la-Torre, Miguel and Cervantes, Salvador and Granger, Eric and Mejia, Jezreel” łdots Conference on Software łdots 2021. |
«Unsupervised Multi-Target Domain Adaptation through Knowledge Distillation»Nguyen-Meidine, Le Thanh and Bela, Atif and Kiran, Madhu and Dolz, Jose and Blais-Morin, Louis Antoine and Granger, Eric” arXiv 2020. |
«Unsupervised domain adaptation in the dissimilarity space for person re-identification»Mekhazni, Djebril and Bhuiyan, Amran and Ekladious, George and Granger, Eric” arXiv 2020. |
«Dual-triplet metric learning for unsupervised domain adaptation in video-based face recognition»Ekladious, George and Lemoine, Hugo and Granger, Eric and Kamali, Kaveh and Moudache, Salim” arXiv 2020. |
«Pose guided gated fusion for person re-identification»Bhuiyan, Amran and Liu, Yang and Siva, Parthipan and Javan, Mehrsan and Ayed, Ismail Ben and Granger, Eric” Proceedings – 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020 2020. |
«Deep domain adaptation for ordinal regression of pain intensity estimation using weakly-labelled videos»Rajasekar, Gnana Praveen and Granger, Eric and Cardinal, Patrick” arXiv 2020. |
«Laplacian Regularized Few-Shot Learning»Ziko, Imtiaz Masud and Dolz, Jose and Granger, Eric and Ayed, Ismail Ben” arXiv 2020. |
«Encoding Temporal Information for Automatic Depression Recognition from Facial Analysis»De Melo, Wheidima Carneiro and Granger, Eric and Lopez, Miguel Bordallo” ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing – Proceedings 2020. |
«Joint progressive knowledge distillation and unsupervised domain adaptation»Meidine, Le Thanh Nguyen and Granger, Eric and Kiran, Madhu and Dolz, Jose and Morin, Louis Antoine Blais” 2020. |
«Metric learning: Cross-entropy vs. pairwise losses»Boudiaf, Malik and Rony, Jérôme and Ziko, Imtiaz Masud and Granger, Eric and Pedersoli, Marco and Piantanida, Pablo and Ayed, Ismail Ben” arXiv 2020. |
«Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision»Kervadec, Hoel and Dolz, Jose and Wang, Shanshan and Granger, Eric and Ayed, Ismail Ben” arXiv 2020. |
«Joint progressive knowledge distillation and unsupervised domain adaptation»Meidine, Le Thanh Nguyen and Granger, Eric and Kiran, Madhu and Dolz, Jose and Morin, Louis Antoine Blais” arXiv 2020. |
«A Paired Sparse Representation Model for Robust Face Recognition from a Single Sample»Mokhayeri, Fania and Granger, Eric” arXiv 2019. |
«A Paired Sparse Representation Model for Robust Face Recognition from a Single Sample»Mokhayeri, Fania and Granger, Eric” arXiv 2019. |
«A survey of pruning methods for efficient person re-identification across domains»Masson, Hugo and Bhuiyan, Amran and Nguyen-Meidine, Le Thanh and Javan, Mehrsan and Siva, Parthipan and Ayed, Ismail Ben and Granger, Eric” arXiv 2019. |
«Clustering with fairness constraints: A flexible and scalable approach»Ziko, Imtiaz Masud and Granger, Eric and Yuan, Jing and Ayed, Ismail Ben” arXiv 2019. |
«Curriculum semi-supervised segmentation»Kervadec, H and Dolz, J and Granger, É and Ayed, I B” International Conference on łdots 2019. |
«Convolutional STN for weakly supervised object localization and beyond»Meethal, Akhil and Pedersoli, Marco and Belharbi, Soufiane and Granger, Eric” arXiv 2019. |
«Min-max entropy for weakly supervised pointwise localization»Belharbi, Soufiane and Rony, Jérôme and Dolz, Jose and Ben Ayed, Ismail and McCaffrey, Luke and Granger, Eric” 2019. |
«On the interaction between deep detectors and siamese trackers in video surveillance»Kiran, Madhu and Tiwari, Vivek and Nguyen-Meidine, Le Thanh and Morin, Louis Antoine Blais and Granger, Eric” arXiv 2019. |
«Non-parametric Uni-modality Constraints for Deep Ordinal Classification»Belharbi, Soufiane and Ayed, Ismail Ben and McCaffrey, Luke and Granger, Eric” arXiv 2019. |
«Deep ordinal classification with inequality constraints»Belharbi, Soufiane and Ayed, Ismail Ben and McCaffrey, Luke and Granger, Eric” arXiv 2019. |
«Audio-visual kinship verification»Wu, Xiaoting and Granger, Eric and Feng, Xiaoyi” arXiv 2019. |
«Deep weakly-supervised learning methods for classification and localization in histology images: A survey»Rony, Jérôme and Belharbi, Soufiane and Dolz, Jose and Ayed, Ismail Ben and McCaffrey, Luke and Granger, Eric” arXiv 2019. |
«Combining global and local convolutional 3D networks for detecting depression from facial expressions»De Melo, Wheidima Carneiro and Granger, Eric and Hadid, Abdenour” Proceedings – 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019 2019. |
«Emotion Recognition with Spatial Attention and Temporal Softmax Pooling»Aminbeidokhti, Masih and Pedersoli, Marco and Cardinal, Patrick and Granger, Eric” arXiv 2019. |
«Pedestrian Detection Based on Deep Learning»Jeon, Hyung Min and Nguyen, Vinh Dinh and Jeon, Jae Wook” IECON Proceedings (Industrial Electronics Conference) 2019. |
«Deep weakly-supervised domain adaptation for pain localization in videos»Gnana, Praveen R. and Granger, Eric and Cardinal, Patrick” arXiv 2019. |
«Multimodal fusion with deep neural networks for audio-video emotion recognition»Ortega, Juan D.S. and Senoussaoui, Mohammed and Granger, Eric and Pedersoli, Marco and Cardinal, Patrick and Koerich, Alessandro L.” arXiv 2019. |
«Robust video face recognition from a single still using a synthetic plus variational model»Mokhayeri, Fania and Granger, Eric” Proceedings – 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019 2019. |
«Min-max entropy for weakly supervised pointwise localization»Belharbi, Soufiane and Rony, Jérôme and Dolz, Jose and Ben Ayed, Ismail and McCaffrey, Luke and Granger, Eric” arXiv 2019. |
«Clustering with fairness constraints: A flexible and scalable approach»Ziko, Imtiaz Masud and Granger, Eric and Yuan, Jing and Ayed, Ismail Ben” 2019. |
«Cross-domain face synthesis using a controllable GAN»Mokhayeri, Fania and Kamali, Kaveh and Granger, Eric” arXiv 2019. |
«Contextual weighting of patches for local matching in still-to-video face recognition»Amara, Ibtihel and Granger, Eric and Hadid, Abdenour” Proceedings – 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018 2018. |
«Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks»Dolz, Jose and Xu, Xiaopan and Rony, Jérôme and Yuan, Jing and Liu, Yang and Granger, Eric and Desrosiers, Christian and Ayed, Ismail Ben and Lu, Hongbing” arXiv 2018. |
«A comparison of CNN-based face and head detectors for real-time video surveillance applications»Nguyen-Meidine, Le Thanh and Granger, Eric and Kiran, Madhu and Blais-Morin, Louis Antoine” arXiv 2018. |
«Scalable laplacian k-modes»Ziko, Imtiaz Masud and Granger, Eric and Ayed, Ismail Ben” arXiv 2018. |
«Boundary loss for highly unbalanced segmentation»Kervadec, Hoel and Bouchtiba, Jihene and Desrosiers, Christian and Granger, Eric and Dolz, Jose and Ayed, Ismail Ben” arXiv 2018. |
«Constrained-CNN Losses for Weakly Supervised Segmentation»Kervadec, Hoel and Dolz, Jose and Tang, Meng and Granger, Eric and Boykov, Yuri and Ayed, Ismail Ben” arXiv 2018. |
«Domain-specific face synthesis for video face recognition from a single sample per person»Mokhayeri, Fania and Granger, Eric and Bilodeau, Guillaume Alexandre” arXiv 2018. |
«Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks»Dolz, Jose and Xu, Xiaopan and Rony, Jérôme and Yuan, Jing and Liu, Yang and Granger, Eric and Desrosiers, Christian and Ayed, Ismail Ben and Lu, Hongbing” arXiv 2018. |
«A Cross-Modal Distillation Network for Person Re-identification in RGB-Depth»Hafner, Frank and Bhuiyan, Amran and Kooij, Julian F.P. and Granger, Eric” arXiv 2018. |
«Deep learning architectures for face recognition in video surveillance»Bashbaghi, Saman and Granger, Eric and Sabourin, Robert and Parchami, Mostafa” arXiv 2018. |
«Domain-specific face synthesis for video face recognition from a single sample per person»Mokhayeri, Fania and Granger, Eric and Bilodeau, Guillaume Alexandre” arXiv 2018. |
«Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses»Rony, Jérôme and Hafemann, Luiz G. and Oliveira, Luiz S. and Ayed, Ismail Ben and Sabourin, Robert and Granger, Eric” arXiv 2018. |
«Tracking using Numerous Anchor Points»Chakravorty, Tanushri and Bilodeau, Guillaume Alexandre and Granger, Éric” arXiv 2017. |
«CNNs with cross-correlation matching for face recognition in video surveillance using a single training sample per person»Parchami, Mostafa and Bashbaghi, Saman and Granger, Eric” 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2017 2017. |
«Bag-level aggregation for multiple instance active learning in instance classification problems»Carbonneau, Marc André and Granger, Eric and Gagnon, Ghyslain” arXiv 2017. |
«Modeling information flow through deep neural networks»Chaddad, Ahmad and Pedersoli, Marco and Granger, Eric and Desrossiers, Christian and Toews, Matthew” arXiv 2017. |
«Dynamic selection of exemplar-svms forwatch-list screening through domain adaptation»Bashbaghi, Saman and Granger, Eric and Sabourin, Robert and Bilodeau, Guillaume Alexandre” ICPRAM 2017 – Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods 2017. |
«Using deep autoencoders to learn robust domain-invariant representations for still-to-video face recognition»Parchami, Mostafa and Bashbaghi, Saman and Granger, Eric and Sayed, Saif” 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2017 2017. |
«Robust Face Tracking using Multiple Appearance Models and Graph Relational Learning»Chakravorty, Tanushri and Bilodeau, Guillaume Alexandre and Granger, Eric” arXiv 2017. |
«Video-based face recognition using ensemble of haar-like deep convolutional neural networks»Parchami, Mostafa and Bashbaghi, Saman and Granger, Eric” Proceedings of the International Joint Conference on Neural Networks 2017. |
«Progressive boosting for class imbalance»Soleymani, Roghayeh and Granger, Eric and Fumera, Giorgio” arXiv 2017. |
«Score thresholding for accurate instance classification in multiple instance learning»Carbonneau, Marc André and Granger, Eric and Gagnon, Ghyslain” 2016 6th International Conference on Image Processing Theory, Tools and Applications, IPTA 2016 2017. |
«Recognizing people and their activities in surveillance video: Technology state of readiness and roadmap»Gorodnichy, Dmitry O. and Bissessar, David and Granger, Eric and Laganiére, Robert” Proceedings – 2016 13th Conference on Computer and Robot Vision, CRV 2016 2016. |
«Loss factors for learning Boosting ensembles from imbalanced data»Soleymani, Roghayeh and Granger, Eric and Fumera, Giorgio” Proceedings – International Conference on Pattern Recognition 2016. |
«Witness identification in multiple instance learning using random subspaces»Carbonneau, Marc Andre and Granger, Eric and Gagnon, Ghyslain” Proceedings – International Conference on Pattern Recognition 2016. |
«Super-resolution pipeline for fast adjudication in watchlist screening»Tayanov, Vitaliy and Granger, Eric and Bordallo, Miguel and Hadid, Abdenour” 5th International Conference on Image Processing, Theory, Tools and Applications 2015, IPTA 2015 2015. |
«Synthetic face generation under various operational conditions in video surveillance»Mokhayeri, Fania and Granger, Eric and Bilodeau, Guillaume Alexandre” Proceedings – International Conference on Image Processing, ICIP 2015. |
«Contextual object tracker with structure encoding»Chakravorty, Tanushri and Bilodeau, Guillaume Alexandre and Granger, Eric” Proceedings – International Conference on Image Processing, ICIP 2015. |
«Adaptive classification for person re-identification driven by change detection»Pagano, C. and Granger, E. and Sabourin, R. and Marcialis, G. L. and Roli, F.” ICPRAM 2015 – 4th International Conference on Pattern Recognition Applications and Methods, Proceedings 2015. |
«Adaptive skew-sensitive fusion of ensembles and their application to face re-identification»De-La-Torre, Miguel and Granger, Eric and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2015. |
«Ensembles of exemplar-SVMs for video face recognition from a single sample per person»Bashbaghi, Saman and Granger, Eric and Sabourin, Robert and Bilodeau, Guillaume Alexandre” AVSS 2015 – 12th IEEE International Conference on Advanced Video and Signal Based Surveillance 2015. |
«Self-updating with facial trajectories for video-to-video face recognition»De-La-Torre, Miguel and Granger, Eric and Radtke, Paulo and Sabourin, Robert and Gorodnichy, Dmitry O.” Proceedings – International Conference on Pattern Recognition 2014. |
«Watch-list screening using ensembles based on multiple face representations»Bashbaghi, Saman and Granger, Eric and Sabourin, Robert and Bilodeau, Guillaume Alexandre” Proceedings – International Conference on Pattern Recognition 2014. |
«Improving Signature-Based Biometric Cryptosystems Using Cascaded Signature Verification-Fuzzy Vault (SV-FV) Approach»Eskander, George S. and Sabourin, Robert and Granger, Eric” Proceedings of International Conference on Frontiers in Handwriting Recognition, ICFHR 2014. |
«Evolving classifier ensembles using dynamic multi-objective swarm intelligence»Connolly, Jean François and Granger, Eric and Sabourin, Robert” ICPRAM 2013 – Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods 2013. |
«Why template self-update should work in biometric authentication systems?»Marcialis, Gian Luca and Didaci, Luca and Pisano, Alessandro and Granger, Eric and Roli, Fabio” 2012 11th International Conference on Information Science, Signal Processing and their Applications, ISSPA 2012 2012. |
«Detector ensembles for face recognition in video surveillance»Pagano, Christophe and Granger, Eric and Sabourin, Robert and Gorodnichy, Dmitry O.” Proceedings of the International Joint Conference on Neural Networks 2012. |
«Gaussian mixture modeling for dynamic particle swarm optimization of recurrent problems»Vellasques, Eduardo and Sabourin, Robert and Granger, Eric” GECCO’12 – Proceedings of the 14th International Conference on Genetic and Evolutionary Computation 2012. |
«On the correlation between genotype and classifier diversity»Connolly, Jean Francois and Granger, Eric and Sabourin, Robert” Proceedings – International Conference on Pattern Recognition 2012. |
«Adaptive selection of ensembles for imbalanced class distributions»Radtke, Paulo V.W. and Granger, Eric and Sabourin, Robert and Gorodnichy, Dmitry” Proceedings – International Conference on Pattern Recognition 2012. |
«A dual-staged classification-selection approach for automated update of biometric templates»Rattani, Ajita and Marcialis, Gian Luca and Granger, Eric and Roli, Fabio” Proceedings – International Conference on Pattern Recognition 2012. |
«Incremental update of biometric models in face-based video surveillance»De-La-Torre, Miguel and Granger, Eric and Radtke, Paulo V.W. and Sabourin, Robert and Gorodnichy, Dmitry O.” Proceedings of the International Joint Conference on Neural Networks 2012. |
«Watermarking stack of grayscale face images as dynamic multi-objective optimization problem»Rabil, Bassem S. and Sabourin, Robert and Granger, Eric” Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry – 6th International Conference, MDA 2011, Proceedings 2011. |
«Intelligent watermarking of document images as a dynamic optimization problem»Vellasques, Eduardo and Sabourin, Robert and Granger, Eric” Proceedings – 2010 6th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2010 2010. |
«Applying dissimilarity representation to off-line signature verification»Batista, Luana and Granger, Eric and Sabourin, Robert” Proceedings – International Conference on Pattern Recognition 2010. |
«Boolean combination of classifiers in the ROC space»Khreich, Wael and Granger, Eric and Miri, Ali and Sabourin, Robert” Proceedings – International Conference on Pattern Recognition 2010. |
«Intelligent watermarking with multi-objective Population Based Incremental Learning»Rabil, Bassem S. and Sabourin, Robert and Granger, Eric” Proceedings – 2010 6th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2010 2010. |
«Combining Hidden Markov Models for improved anomaly detection»Khreich, Wael and Granger, Eric and Sabourin, Robert and Miri, Ali” IEEE International Conference on Communications 2009. |
«A multi-hypothesis approach for off-line signature verification with HMMs»Batista, Luana and Granger, Eric and Sabourin, Robert” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2009. |
«A comparison of fuzzy ARTMAP and Gaussian ARTMAP neural networks for incremental learning»Granger, Eric and Connolly, Jean François and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2008. |
«Incremental learning of stochastic grammars with graphical em in radar electronic support»Latombe, Guillaume and Granger, Eric and Dilkes, Fred A.” ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing – Proceedings 2007. |
«Face recognition in video using a What-and-Where fusion neural network»Barry, M. and Granger, E.” IEEE International Conference on Neural Networks – Conference Proceedings 2007. |
«Maximum likelihood and the graphical EM algorithm»Latombe, Guillaume and Granger, Eric and Dilkes, Fred A.” Canadian Conference on Electrical and Computer Engineering 2006. |
«Particle swarm optimization of fuzzy ARTMAP parameters»Granger, Eric and Henniges, Philippe and Oliveira, Luiz S. and Sabourin, Robert” IEEE International Conference on Neural Networks – Conference Proceedings 2006. |
«Fast incremental techniques for learning production rule probabilities in radar electronic support»Latombe, Guillaume and Granger, Eric and Dilkes, Fred A.” ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing – Proceedings 2006. |
«Factors of overtraining with fuzzy ARTMAP neural networks»Henniges, Philippe and Granger, Eric and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2005. |
«Classification of incomplete data using the fuzzy ARTMAP neural network»Granger, Eric and Rubin, Mark A. and Grossberg, Stephen and Lavoie, Pierre” Proceedings of the International Joint Conference on Neural Networks 2000. |
