| 2025 | AI | InceptoFormer: A Multi-Signal Neural Framework for Parkinson's Disease Severity Evaluation from Gait. | Safwen Naimi, Arij Sad, Wassim Bouachir, Guillaume-Alexandre Bilodeau |
| 2025 | WACV | SSTAR: Skeleton-Based Spatio-Temporal Action Recognition for Intelligent Video Surveillance and Suicide Prevention in Metro Stations. | Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Brian L. Mishara |
| 2024 | AAAI | STDiff: Spatio-Temporal Diffusion for Continuous Stochastic Video Prediction. | Xi Ye, Guillaume-Alexandre Bilodeau |
| 2024 | ICMLA | ReL-SAR: Representation Learning for Skeleton Action Recognition with Convolutional Transformers and BYOL. | Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau |
| 2023 | AI | GUILGET: GUI Layout GEneration with Transformer. | Andrey Sobolevsky, Guillaume-Alexandre Bilodeau, Jinghui Cheng, Jin L. C. Guo |
| 2023 | CVPR | VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouette. | Noreen Anwar, Philippe Duplessis-Guindon, Guillaume-Alexandre Bilodeau, Wassim Bouachir |
| 2023 | CVPR | A unified model for continuous conditional video prediction. | Xi Ye, Guillaume-Alexandre Bilodeau |
| 2023 | ICMLA | HCT: Hybrid Convnet-Transformer for Parkinson's Disease Detection and Severity Prediction from Gait. | Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau |
| 2023 | ICMLA | Automating Lichen Monitoring in Ecological Studies Using Instance Segmentation of Time-Lapse Images. | Safwen Naimi, Olfa Koubaa, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Gregory Jeddore, Patricia Baines, David L. P. Correia, Andre Arsenault |
| 2022 | CVPR | ActAR: Actor-Driven Pose Embeddings for Video Action Recognition. | Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier |
| 2022 | ICPR | MTGR: Improving Emotion and Sentiment Analysis with Gated Residual Networks. | Rihab Hajlaoui, Guillaume-Alexandre Bilodeau, Jan Rockemann |
| 2022 | ICPR | Transformers for 1D signals in Parkinson's disease detection from gait. | Duc Minh Dimitri Nguyen, Mehdi Miah, Guillaume-Alexandre Bilodeau, Wassim Bouachir |
| 2022 | ICPR | Leveraging Sentiment Analysis Knowledge to Solve Emotion Detection Tasks. | Maude Nguyen-The, Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Jan Rockemann |
| 2022 | ICPR | VPTR: Efficient Transformers for Video Prediction. | Xi Ye, Guillaume-Alexandre Bilodeau |
| 2021 | ISVC | Vehicle Detection and Tracking from Surveillance Cameras in Urban Scenes. | Oumayma Messoussi, Felipe Gohring de Magalhaes, Francois Lamarre, Francis Perreault, Ibrahima Sogoba, Guillaume-Alexandre Bilodeau, Gabriela Nicolescu |
| 2021 | MVA | Predicting Next Local Appearance for Video Anomaly Detection. | Pankaj Raj Roy, Guillaume-Alexandre Bilodeau, Lama Seoud |
| 2020 | ICPR | Domain Siamese CNNs for Sparse Multispectral Disparity Estimation. | David-Alexandre Beaupr, Guillaume-Alexandre Bilodeau |
| 2020 | ICPR | A Grid-based Representation for Human Action Recognition. | Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier |
| 2020 | ICPR | MFST: Multi-Features Siamese Tracker. | Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir |
| 2020 | ICPR | An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes. | Mehdi Miah, Justine Pepin, Nicolas Saunier, Guillaume-Alexandre Bilodeau |
| 2020 | ICPR | Local Anomaly Detection in Videos Using Object-Centric Adversarial Learning. | Pankaj Raj Roy, Guillaume-Alexandre Bilodeau, Lama Seoud |
| 2019 | CVPR | Siamese CNNs for RGB-LWIR Disparity Estimation. | David-Alexandre Beaupr, Guillaume-Alexandre Bilodeau |
| 2018 | ISVC | Multi-branch Siamese Networks with Online Selection for Object Tracking. | Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir |
| 2018 | ISVC | Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector. | Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier, David-Alexandre Beaupr |
| 2018 | ISVC | Road User Abnormal Trajectory Detection Using a Deep Autoencoder. | Pankaj Raj Roy, Guillaume-Alexandre Bilodeau |
| 2017 | BMVC | Spatio-Temporal Consistency to Detect and Segment Carried Objects. | Farnoosh Ghadiri, Robert Bergevin, Guillaume-Alexandre Bilodeau |
| 2017 | ICPRAM | Dynamic Selection of Exemplar-SVMs for Watch-list Screening through Domain Adaptation. | Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau |
| 2016 | CVPR | The Counting App, or How to Count Vehicles in 500 Hours of Video. | Adrien Lessard, Franois Blisle, Guillaume-Alexandre Bilodeau, Nicolas Saunier |
| 2016 | CVPR | Non-planar Infrared-Visible Registration for Uncalibrated Stereo Pairs. | Dinh-Luan Nguyen, Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau |
| 2016 | CVPR | Fast Image Gradients Using Binary Feature Convolutions. | Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin |
| 2016 | ECCV | Carried Object Detection Based on an Ensemble of Contour Exemplars. | Farnoosh Ghadiri, Robert Bergevin, Guillaume-Alexandre Bilodeau |
| 2015 | AVSS | Ensembles of exemplar-SVMs for video face recognition from a single sample per person. | Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau |
| 2015 | CVPR | Online multimodal video registration based on shape matching. | Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin |
| 2015 | ICIP | Contextual object tracker with structure encoding. | Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Eric Granger |
| 2015 | ICIP | Reproducible evaluation of Pan-Tilt-Zoom tracking. | Gengjie Chen, Pierre-Luc St-Charles, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Robert Bergevin |
| 2015 | ICIP | Synthetic face generation under various operational conditions in video surveillance. | Fania Mokhayeri, Eric Granger, Guillaume-Alexandre Bilodeau |
| 2015 | ICIP | Multiple object tracking based on sparse generative appearance modeling. | Dorra Riahi, Guillaume-Alexandre Bilodeau |
| 2015 | WACV | Part-Based Tracking via Salient Collaborating Features. | Wassim Bouachir, Guillaume-Alexandre Bilodeau |
| 2015 | WACV | A Self-Adjusting Approach to Change Detection Based on Background Word Consensus. | Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin |
| 2014 | CVPR | Flexible Background Subtraction with Self-Balanced Local Sensitivity. | Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin |
| 2014 | ICPR | Watch-List Screening Using Ensembles Based on Multiple Face Representations. | Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau |
| 2014 | WACV | Structure-aware keypoint tracking for partial occlusion handling. | Wassim Bouachir, Guillaume-Alexandre Bilodeau |
| 2014 | WACV | Urban Tracker: Multiple object tracking in urban mixed traffic. | Jean-Philippe Jodoin, Guillaume-Alexandre Bilodeau, Nicolas Saunier |
| 2014 | WACV | Improving background subtraction using Local Binary Similarity Patterns. | Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau |
| 2013 | CVPR | Fast and Accurate Registration of Visible and Infrared Videos. | Socheat Sonn, Guillaume-Alexandre Bilodeau, Philippe Galinier |
| 2011 | CVPR | Where is the rat? Tracking in low contrast thermographic images. | Guillaume-Alexandre Bilodeau, Ramla Ghali, Sbastien Desgent, Pierre Langlois, Rana Farah, Pier-Luc St-Onge, Sandra Duss, Lionel Carmant |
| 2011 | CVPR | Silhouette-based features for visible-infrared registration. | Guillaume-Alexandre Bilodeau, Pier-Luc St-Onge, R. Garnier |
| 2011 | CVPR | Local self-similarity as a dense stereo correspondence measure for themal-visible video registration. | Atousa Torabi, Guillaume-Alexandre Bilodeau |
| 2011 | ISCAS | Comparative analysis of contrast enhancement algorithms in surveillance imaging. | Diana Carolina Gil, Rana Farah, J. M. Pierre Langlois, Guillaume-Alexandre Bilodeau, Yvon Savaria |
| 2010 | CVPR | Feedback scheme for thermal-visible video registration, sensor fusion, and people tracking. | Atousa Torabi, Guillaume Mass, Guillaume-Alexandre Bilodeau |
| 2009 | CIARP | Fuzzy Feature-Based Upper Body Tracking with IP PTZ Camera Control. | Parisa Darvish Zadeh Varcheie, Guillaume-Alexandre Bilodeau |
| 2008 | ISVC | Measuring an Animal Body Temperature in Thermographic Video Using Particle Filter Tracking. | Atousa Torabi, Guillaume-Alexandre Bilodeau, Maxime Levesque, J. M. Pierre Langlois, Pablo Lema, Lionel Carmant |
| 2007 | ISVC | Visible and Infrared Sensors Fusion by Matching Feature Points of Foreground Blobs. | Pier-Luc St-Onge, Guillaume-Alexandre Bilodeau |
| 2000 | ICPR | Generic Modeling of 3D Objects from Single 2D Images. | Guillaume-Alexandre Bilodeau, Robert Bergevin |