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Guillaume-Alexandre BilodeauDepartment of Computer Engineering and Software Engineering
Profile in the Directory of Experts of Polytechnique Montréal
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Anwar, N., Bilodeau, G.-A., & Bouachir, W. (2024, May). STF: Spatio-Temporal Fusion Module for Improving Video Object Detection [Paper]. 21st Conference on Robots and Vision, Guelph, Ontario, Canada. Published in Proceedings of the Conference on Robots and Vision. External link
Anwar, N., Duplessis-Guidon, P., Bilodeau, G.-A., & Bouachir, W. (2023, June). VisiTherS : visible-thermal infrared stereo disparity estimation of human silhouette [Paper]. IEEE/CVF Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops 2023), Vancouver, BC, Canada. External link
Ammouri, S., & Bilodeau, G.-A. (2008, May). Face and hands detection and tracking applied to the monitoring of medication intake [Paper]. 5th Canadian Conference on Computer and Robot Vision (CVR 2008), Windsor, ON, Canada. External link
Beaupré, D.-A., & Bilodeau, G.-A. (2021, January). Domain Siamese CNNs for Sparse Multispectral Disparity Estimation [Paper]. 25th International Conference on Pattern Recognition (ICPR 2020). External link
Beaupre, D.-A., & Bilodeau, G.-A. (2019, June). Siamese CNNs for RGB-LWIR Disparity Estimation [Paper]. 32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2019), Long Beach, CA. External link
Beaupré, D.-A., Bilodeau, G.-A., & Saunier, N. (2018, May). Improving multiple object tracking with optical flow and edge preprocessing [Paper]. 1st International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI 2018), Montréal, Québec. External link
Bashbaghi, S., Granger, E., Sabourin, R., & Bilodeau, G.-A. (2017). Dynamic ensembles of exemplar-SVMs for still-to-video face recognition. Pattern Recognition, 69, 61-81. External link
Bashbaghi, S., Granger, É., Sabourin, R., & Bilodeau, G.-A. (2017, February). Dynamic selection of exemplar-SVMs for watch-list screening through domain adaptation [Paper]. 6th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2017), Porto, Portugal. External link
Bélisle, F., Saunier, N., Bilodeau, G.-A., & Le Digabel, S. (2017, January). Optimized Video Tracking for Automated Vehicle Turning Movement Counts [Paper]. 96th Annual Meeting of the Transportation Research Board, Washington, D.C.. Unavailable
Bélisle, F., Saunier, N., Bilodeau, G.-A., & Le Digabel, S. (2017). Optimized video tracking for automated vehicle turning movement counts. Transportation Research Record, 2645(2645), 104-112. External link
Bashbaghi, S., Granger, É., Sabourin, R., & Bilodeau, G.-A. (2017). Robust watch-list screening using dynamic ensembles of SVMs based on multiple face representations. Machine Vision and Applications, 28(1-2), 219-241. External link
Bouachir, W., Torabi, A., Bilodeau, G.-A., & Blais, P. (2016, November). A Bag of Words Approach for Semantic Segmentation of Monitored Scenes [Paper]. International Symposium on Signal, Image, Video and Communications (ISIVC 2016), Tunis, Tunesia. External link
Bilodeau, G.-A., Desgent, S., Farah, R., Duss, S., Langlois, J. M. P., & Carmant, L. (2015). Body temperature measurement of an animal by tracking in biomedical experiments. Signal Image and Video Processing, 9(2), 251-259. External link
Bouachir, W., & Bilodeau, G.-A. (2015). Collaborative part-based tracking using salient local predictors. Computer Vision and Image Understanding, 137, 88-101. External link
Bashbaghi, S., Granger, E., Sabourin, R., & Bilodeau, G.-A. (2015, August). Ensembles of exemplar-SVMs for video face recognition from a single sample per person [Paper]. 12th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2015), Karlsruhe, Germany (6 pages). External link
Bouachir, W., & Bilodeau, G.-A. (2015). Exploiting structural constraints for visual object tracking. Image and Vision Computing, 43, 39-49. External link
Bouachir, W., & Bilodeau, G.-A. (2015, January). Part-based tracking via salient collaborating features [Paper]. 15th IEEE Winter Conference on Applications of Computer Vision (WACV 2015), Waikoloa, HI, United states. External link
Bouachir, W., & Bilodeau, G.-A. (2014, March). Structure-aware keypoint tracking for partial occlusion handling [Paper]. IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, CO, USA. External link
Bilodeau, G.-A., Torabi, A., St-Charles, P.-L., & Riahi, D. (2014). Thermal-visible registration of human silhouettes: A similarity measure performance evaluation. Infrared Physics & Technology, 64, 79-86. External link
Bashbaghi, S., Granger, E., Sabourin, R., & Bilodeau, G.-A. (2014, August). Watch-list screening using ensembles based on multiple face representations [Paper]. 22nd International Conference on Pattern Recognition (ICPR 2014), Stockholm, Sweden. External link
Bouachir, W., Torabi, A., Bilodeau, G.-A., & Blais, P. (2013). A bag of word approach for semantic segmentation of monitored scenes. (Technical Report). External link
Bilodeau, G.-A., Jodoin, J.-P., & Saunier, N. (2013, May). Change detection in feature space using local binary similarity patterns [Paper]. 10th International Conference on Computer and Robot Vision (CRV 2013), Regina, SK, Canada. External link
Bouachir, W., & Bilodeau, G.-A. (2013, May). Visual face tracking: A coarse-to-fine target state estimation [Paper]. 10th International Conference on Computer and Robot Vision (CRV 2013), Regina, SK, Canada. External link
Bilodeau, G.-A., Torabi, A., Lévesque, M., Ouellet, C., Langlois, J. M. P., Lema, P., & Carmant, L. (2012). Body Temperature Estimation of a Moving Subject From Thermographic Images. Machine Vision and Applications, 23(2), 299-311. External link
Bilodeau, G.-A. (2012, May). Contribution en surveillance vidéo [Paper]. Applied Vision and Robotics Workshop / Colloque Vision et Robotique appliquées (CVRA 2012), Montréal, Québec. Unavailable
Bilodeau, G.-A., St-Onge, P.-L., & Garnier, R. (2011, June). Silhouette-based features for visible-infrared registration [Paper]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2011), Colorado Springs, CO, United states. External link
Bilodeau, G.-A., Torabi, A., & Morin, F. (2011). Visible and infrared image registration using trajectories and composite foreground images. Image and Vision Computing, 29(1), 41-50. External link
Bilodeau, G.-A., Ghali, R., Desgent, S., Langlois, J. M. P., Farah, R., St-Onge, P.-L., Duss, S., & Carmant, L. (2011, June). Where is the rat? Tracking in low contrast thermographic images [Paper]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2011), Colorado Springs, CO, United states. External link
Bilodeau, G.-A., & Ammouri, S. (2009). Monitoring of medication intake using a camera system. Journal of Medical Systems, 35(3), 377-389. External link
Bilodeau, G.-A., Lévesque, M., Langlois, J. M. P., Lema, P., & Carmant, L. (2009, January). Thermographic body temperature measurement using a mean-shift tracker [Paper]. 2nd International Conference on Bio-Inspired Systems and Signal Processing (BIOSIGNALS 2009), Porto, Portugal. External link
Bilodeau, G.-A., & Bergevin, R. (2007). Qualitative Part-Based Models in Content-Based Image Retrieval. Machine Vision and Applications, 18(5), 275-287. External link
Bourezak, R., & Bilodeau, G.-A. (2006, June). Detection and object tracking using derative division and correlograms [Paper]. 1st International Workshop on Video Processing for Security (VP4S 2006), Quebec City, Qc, Canada. Unavailable
Bourezak, R., & Bilodeau, G.-A. (2006, August). Iterative division and correlograms for detection and tracking of moving objects [Paper]. International Workshop on Intelligent Computing in Pattern Analysis/Synthesis (IWICPAS 2006), Xi'an, China. External link
Bilodeau, G.-A., Shu, Y., & Cheriet, F. (2006). Multistage graph-based segmentation of thoracoscopic images. Computerized Medical Imaging and Graphics, 30(8), 437-446. External link
Bourezak, R., & Bilodeau, G.-A. (2006, June). Object detection and tracking using iterative division and correlograms [Paper]. 3rd Canadian Conference on Computer and Robot Vision, Québec City, QC, Canada. External link
Bilodeau, G.-A., & Bergevin, R. (2005). Matching Graphs With Fuzzy Attributes in Machine Vision. International Journal of Robotics and Automation, 20(1), 50-59. External link
Bilodeau, G.-A. (2004). Modélisation d'objets manufacturés multi-parties [Ph.D. Thesis, Université Laval]. Unavailable
Bilodeau, G.-A., & Bergevin, R. (2003, June). Constructing and matching fuzzy graphs of volumetric primitives hypotheses [Paper]. 16th International Conference on Vision Interface (VI 2003), Halifax, NS, Canada. External link
Bilodeau, G.-A., & Bergevin, R. (2003, June). Evaluation of Object Recognition Algorithms with the Image Retrieval Software PLASTIQUE [Paper]. International Conference on Image and Signal Processing (ICISP 2003), Agadir, Morroco. External link
Bilodeau, G.-A., & Bergevin, R. (2003, June). PLASTIQUE: Image retrieval based on cognitive theories [Paper]. 16th International Conference on Vision Interface (VI 2003), Halifax, Canada. External link
Bilodeau, G.-A., & Bergevin, R. (2003, June). Structural Indexing Extended to Fuzzy Graphs of 2D Parts [Paper]. International Conference on Image and Signal Processing (ICISP 2003), Agadir, Morroco. External link
Bilodeau, G.-A., & Bergevin, R. (2002). Part segmentation of objects in real images. Pattern Recognition, 35(12), 2913-2926. External link
Bilodeau, G.-A., & Bergevin, R. (2001, June). Modeling of 2D parts applied to database query [Paper]. 14th International Conference on Vision Interface (VI 2001), Ottawa, ON, Canada. External link
Bilodeau, G.-A., & Bergevin, R. (2000, September). Generic modeling of 3d objects from single 2d images [Paper]. 15th International Conference on Pattern Recognition (ICPR 2000), Barcelona, Spain. External link
Bilodeau, G.-A., & Bergevin, R. (1999, May). Outline-based part segmentation using intermediate-level symmetries [Paper]. 12th International Conference on Vision Interface (VI 1999), Trois-Rivières, Québec, Canada. Unavailable
Bilodeau, G.-A. (1999). Segmentation en parties d'objets 3D provenant d'images 2D réelles et complexes [Master's Thesis, Université Laval]. Unavailable
Chakravorty, T., Bilodeau, G.-A., & Granger, É. (2020). Robust face tracking using multiple appearance models and graph relational learning. Machine Vision and Applications, 31(4), 23 (17 pages). External link
Chakravorty, T., Bilodeau, G.-A., & Granger, E. (2018). Tracking using numerous anchor points. Machine Vision and Applications, 29(2), 247-261. External link
Chakravorty, T., Bilodeau, G.-A., & Granger, E. (2015, September). Contextual object tracker with structure encoding [Paper]. IEEE International Conference on Image Processing (ICIP 2015), Québec City, QC, Canada. External link
Chen, G., St-Charles, P.-L., Bouachir, W., Bilodeau, G.-A., & Bergevin, R. (2015, September). Reproducible evaluation of Pan-Tilt-Zoom tracking [Paper]. IEEE International Conference on Image Processing (ICIP 2015), Québec City, QC, Canada. External link
Chakravorty, T., Bilodeau, G.-A., & Granger, E. (2014). Automatic Image Registration in Infrared-Visible Videos using Polygon Vertices. (Technical Report). External link
Derue, F.-X., Bilodeau, G.-A., & Bergevin, R. (2018). SPiKeS: Superpixel-keypoints structure for robust visual tracking. Machine Vision and Applications, 29(1), 175-186. External link
Desgent, S., Sanon, N. T., Duss, S., Bilodeau, G.-A., Salam, M. T., Awad, P., Di Cristo, G., & Carmant, L. (2013). Gender Differences in Febrile Seizure Outcome and Sexual Dimorphism to Early-Life Stress. Epilepsia, 54(s3), 250-250. External link
El Maâchi, I., Bilodeau, G.-A., & Bouachir, W. (2020). Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait. Expert Systems With Applications, 143, 7 pages. External link
Faure, B., Perreault, H., Bilodeau, G.-A., & Saunier, N. (2021, December). PolyTrack : tracking with bounding polygons [Presentation]. In NeurIPS Machine Learning for Autonomous Driving Workshop. External link
Farah, R., Langlois, J. M. P., & Bilodeau, G.-A. (2016). Computing a rodent's diary. Signal, Image and Video Processing, 10(3), 567-574. External link
Farah, R., Gan, Q., Langlois, J. M. P., Bilodeau, G.-A., & Savaria, Y. (2014). A computationally efficient importance sampling tracking algorithm. Machine Vision and Applications, 25(7), 1761-1777. External link
Farah, R., Langlois, J. M. P., & Bilodeau, G.-A. (2013). Catching a rat by its edglets. IEEE Transactions on Image Processing, 22(2), 668-678. External link
Farah, R., Langlois, J. M. P., & Bilodeau, G.-A. (2011, September). RAT: Robust animal tracking [Paper]. 9th IEEE International Symposium on Robotic and Sensors Environments (ROSE 2011), Montréal, Québec. External link
Farah, R., Gan, Q., Langlois, J. M. P., Bilodeau, G.-A., & Savaria, Y. (2011, December). A tracking algorithm suitable for embedded systems implementation [Paper]. 18th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2011), Beirut, Lebanon. External link
Ghadiri, F., Bergevin, R., & Bilodeau, G.-A. (2019). From superpixel to human shape modelling for carried object detection. Pattern Recognition, 89, 134-150. External link
Ghadiri, F., Bergevin, R., & Bilodeau, G.-A. (2017, September). Spatio-temporal consistency to detect and segment carried objects [Paper]. 28th British Machine Vision Conference, London, UK (12 pages). External link
Ghadiri, F., Bergevin, R., & Bilodeau, G.-A. (2016, October). Carried Object Detection Based on an Ensemble of Contour Exemplars [Paper]. 14th European Conference on Computer Vision (ECCV 2016), Amsterdam, The Netherlands. External link
Gil, D. C., Farah, R., Langlois, J. M. P., Bilodeau, G.-A., & Savaria, Y. (2011, May). Comparative analysis of contrast enhancement algorithms in surveillance imaging [Paper]. IEEE International Symposium of Circuits and Systems (ISCAS 2011), Rio de Janeiro, Brazil. External link
Hajlaoui, R., Bilodeau, G.-A., & Rockemann, J. (2022, August). MTGR: Improving Emotion and Sentiment Analysis with Gated Residual Networks [Paper]. 26th International Conference on Pattern Recognition (ICPR Workshop 2022), Montreal, Qc, Canada. External link
Jodogne-del Litto, K., & Bilodeau, G.-A. (2023, June). Real-time instance segmentation with polygons using an intersection-over-union loss [Paper]. 20th Conference on Robots and Vision, Montréal, QC, Canada. External link
Jodoin, J.-P., Bilodeau, G.-A., & Saunier, N. (2016). Tracking all road users at multimodal urban traffic intersections. IEEE Transactions on Intelligent Transportation Systems, 17(11), 3241-3251. External link
Jodoin, J.-P., Bilodeau, G.-A., & Saunier, N. (2014, March). Urban Tracker: Multiple object tracking in urban mixed traffic [Paper]. IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, Col., USA. External link
Jodoin, J.-P., Bilodeau, G.-A., & Saunier, N. (2012). Background subtraction based on local shape. (Technical Report). External link
Khraimeche, Y., Bilodeau, G.-A., Steele, D., & Harshad, M. (2021). Unsupervised disentanglement GAN for domain adaptive person re-identification. (Technical Report). Unavailable
Liu, Q., Saunier, N., & Bilodeau, G.-A. (2026). Video analysis for surrogate measures of safety: Is deep learning good enough? Transportation Research Part C Emerging Technologies, 186, 105596 (24 pages). External link
Liu, Q., Saunier, N., & Bilodeau, G.-A. (2025). PMMA-Polytechnique Montréal mobility aids dataset [Dataset]. External link
Liu, Q., Saunier, N., & Bilodeau, G.-A. (2024, January). How Good Are Deep Learning Methods for Automated Road Safety Analysis Using Video Data? An Experimental Study [Paper]. 103rd Transportation Research Board Annual Meeting, Washington, DC, USA. Unavailable
Lamghari, S., Bilodeau, G.-A., & Saunier, N. (2023, June). Transformer-based human action recognition with dynamic feature selection [Paper]. 20th Conference on Robots and Vision, Montreal, Qc, Canada. External link
Lamghari, S., Bilodeau, G.-A., & Saunier, N. (2022, June). ActAr : Actor-driven pose embeddings for video action recognition [Paper]. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRW 2022), New Orleans, Louisiana. External link
Lamghari, S., Bilodeau, G.-A., & Saunier, N. (2021, January). A Grid-based Representation for Human Action Recognition [Paper]. 25th International Conference on Pattern Recognition (ICPR 2020), Milan, Italy. External link
Li, Z., Bilodeau, G.-A., & Bouachir, W. (2021). Multiple convolutional features in Siamese networks for object tracking. Machine Vision and Applications, 32(3), 11 pages. External link
Li, Z., Bilodeau, G.-A., & Bouachir, W. (2018, November). Multi-branch siamese networks with online selection for object tracking [Paper]. 13th International Symposium on Visual Computing (ISVC 2018), Las Vegas, NV. External link
Lessard, A., Bélisle, F., Bilodeau, G.-A., & Saunier, N. (2016, June). The Counting App, or how to count vehicles in 500 hours of video [Paper]. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2016), Las Vegas, Nevada. External link
Lévesque, M., Langlois, J. M. P., Lema, P., Courtemanche, R., Bilodeau, G.-A., & Carmant, L. (2009). Synchronized Gamma Oscillations (30-50 Hz) in the Amygdalo-Hippocampal Network in Relation With Seizure Propagation and Severity. Neurobiology of Disease, 35(2), 209-218. External link
Miah, M., Bilodeau, G.-A., & Saunier, N. (2025). Learning data association for multi-object tracking using only coordinates. Pattern Recognition, 160, 11 pages. External link
Miah, M., Bilodeau, G.-A., & Saunier, N. (2023, June). Multi-object tracking and segmentation with a space-time memory network [Paper]. 20th Conference on Robots and Vision, Montreal, QC, Canada (10 pages). External link
Miah, M., Pepin, J., Saunier, N., & Bilodeau, G.-A. (2021, January). An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes [Paper]. 25th International Conference on Pattern Recognition (ICPR 2020). External link
Miah, M., Saunier, N., & Bilodeau, G.-A. (2021). MeNToS : Tracklets association with a space-time memory network. (Technical Report). Unavailable
Miah, M., Saunier, N., & Bilodeau, G.-A. (2021, June). MeNToS : Tracklets association with a space-time memory network [Paper]. Robust Video Scene Understanding: Tracking and Video Segmentation workshop (CVPR-W), 2021 (4 pages). External link
Messoussi, O., Gohring de Magalhaes, F., Lamarre, F., Perreault, F., Sogoba, I., Bilodeau, G.-A., & Nicolescu, G. (2021, October). Vehicle Detection and Tracking from Surveillance Cameras in Urban Scenes [Paper]. 16th International Symposium on Visual Computing (ISVC 2021). External link
Mokhayeri, F., Granger, E., & Bilodeau, G.-A. (2019). Domain-Specific Face Synthesis for Video Face Recognition From a Single Sample Per Person. IEEE Transactions on Information Forensics and Security, 14(3), 757-772. External link
Mokhayeri, F., Granger, E., & Bilodeau, G.-A. (2015, September). Synthetic face generation under various operational conditions in video surveillance [Paper]. IEEE International Conference on Image Processing (ICIP 2015), Québec City, QC, Canada. External link
Morin, F., Torabi, A., & Bilodeau, G.-A. (2008, May). Automatic registration of color and infrared videos using trajectories obtained from a multiple object tracking algorithm [Paper]. 5th Canadian Conference on Computer and Robot Vision (CVR 2008), Windsor, ON, Canada. External link
Morin, F., & Bilodeau, G.-A. (2007, October). Fusion of multispectral video sequences based on the trajectories of moving objects [Paper]. IEEE International Workshop on Robotic and Sensors Environments (ROSE 2007), Ottawa, On, Canada (5 pages). External link
Naimi, S., Said, A., Bouachir, W., & Bilodeau, G.-A. (2025, May). InceptoFormer: a multi-signal neural framework for Parkinson's disease severity evaluation from gait [Paper]. 38th Canadian Conference on Artificial Intelligence (Canadian AI 2025), Calgary, Alberta, Canada (11 pages). Available
Naimi, S., Bouachir, W., Bilodeau, G.-A., & Mishara, B. (2025, February). SSTAR: Skeleton-Based Spatio-Temporal Action Recognition for Intelligent Video Surveillance and Suicide Prevention in Metro Stations [Paper]. IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW 2025), Tucson, AZ, USA. External link
Naimi, S., Bouachir, W., & Bilodeau, G.-A. (2024, December). ReL-SAR: Representation Learning for Skeleton Action Recognition with Convolutional Transformers and BYOL [Paper]. International Conference on Machine Learning and Applications (ICMLA 2024), Miami, FL, USA. External link
Naimi, S., Bouachir, W., & Bilodeau, G.-A. (2023). 1D-convolutional transformer for Parkinson disease diagnosis from gait. Neural Computing and Applications, 11 pages. External link
Naimi, S., Koubaa, O., Bouachir, W., Bilodeau, G.-A., Jeddore, G., Baines, P., Correia, D. L. P., & Arsenault, A. (2023, December). Automating Lichen Monitoring in Ecological Studies Using Instance Segmentation of Time-Lapse Images [Paper]. International Conference on Machine Learning and Applications (ICMLA 2023), Jacksonville, FL, USA. External link
Naimi, S., Bouachir, W., & Bilodeau, G.-A. (2023, December). HCT: Hybrid Convnet-Transformer for Parkinson's Disease Detection and Severity Prediction from Gait [Paper]. International Conference on Machine Learning and Applications (ICMLA 2023), Jacksonville, FL, USA. External link
Nahon, R., Bilodeau, G.-A., & Pesant, G. (2022, May). Improving tracking with a tracklet associator [Paper]. 19th Conference on Robots and Vision (CRV 2022), Toronto, ON, Canada. External link
Nguyen, D. M. D., Miah, M., Bilodeau, G.-A., & Bouachir, W. (2022, August). Transformers for 1D signals in Parkinson's disease detection from gait [Paper]. 26th International Conference on Pattern Recognition (ICPR 2022), Montreal, Qc, Canada. External link
Nguyen-The, M., Bilodeau, G.-A., & Rockemann, J. (2022, August). Leveraging sentiment analysis knowledge to solve emotion detection tasks [Paper]. 26th International Conference on Pattern Recognition (ICPR), Montreal, Qc, Canada. External link
Nguyen, D.-L., St-Charles, P.-L., & Bilodeau, G.-A. (2016, June). Non-planar Infrared-Visible Registration for Uncalibrated Stereo Pairs [Paper]. 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2016), Las Vegas, Nevada. External link
Ooi, H.-L., Bilodeau, G.-A., & Saunier, N. (2020, June). Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study [Paper]. 17th International Conference on Image Analysis and Recognition (ICIAR 2020), Póvoa de Varzim, Portugal. External link
Ooi, H.-L., Bilodeau, G.-A., & Saunier, N. (2019, August). Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection [Paper]. 16th International Conference on Image Analysis and Recognition (ICIAR 2019), Waterloo, Canada. External link
Ooi, H. L., Bilodeau, G.-A., Saunier, N., & Beaupré, D.-A. (2018, November). Multiple object tracking in urban traffic scenes with a multiclass object detector [Paper]. 13th International Symposium on Visual Computing (ISVC 2018), Las Vegas, NV. External link
Perreault, H., Bilodeau, G.-A., Saunier, N., & Héritier, M. (2021, October). CenterPoly: real-time instance segmentation using bounding polygons [Paper]. IEEE/CVF International Conference on Computer Vision Workshops (ICCVW 2021), Montreal, Qc, Canada. External link
Perreault, H., Bilodeau, G.-A., Saunier, N., & Héritier, M. (2021). FFAVOD: Feature fusion architecture for video object detection. Pattern Recognition Letters, 151, 294-301. External link
Perreault, H., Héritier, M., Gravel, P., Bilodeau, G.-A., & Saunier, N. (2020, June). RN-VID: A Feature Fusion Architecture for Video Object Detection [Paper]. 17th International Conference on Image Analysis and Recognition (ICIAR 2020), Póvoa de Varzim, Portugal. External link
Perreault, H., Bilodeau, G.-A., Saunier, N., & Héritier, M. (2020, May). SpotNet: Self-Attention Multi-Task Network for Object Detection [Paper]. 17th Conference on Computer and Robot Vision (CRV 2020), Ottawa, ON. External link
Perreault, H., Bilodeau, G.-A., Saunier, N., & Gravel, P. (2019). Road User Detection in Videos. (Technical Report). External link
Pineault, A., Bilodeau, G.-A., & Pesant, G. (2019, September). Tracking pedestrians using constraint programming [Paper]. 25th International Conference on Principles and Practice of Constraint Programming (CP 2019), Stamford, CT, USA. Unavailable
Roy, P. R., Bilodeau, G.-A., & Séoud, L. (2021, January). Local Anomaly Detection in Videos Using Object-Centric Adversarial Learning [Paper]. ICPR International Conference on Pattern Recognition. External link
Roy, P. R., Bilodeau, G.-A., & Séoud, L. (2021, July). Predicting next local appearance for video anomaly detection [Paper]. 17th International Conference on Machine Vision Applications (MVA 2021), Aichi, Japan (5 pages). External link
Roy, P., & Bilodeau, G.-A. (2019, May). Adversarially learned abnormal trajectory classifier [Paper]. 16th Conference on Computer and Robot Vision (CRV 2019), Kingston, Qc, Canada. External link
Roy, P. R., & Bilodeau, G.-A. (2018, November). Road user abnormal trajectory detection using a deep autoencoder [Paper]. 13th International Symposium on Visual Computing (ISVC 2018), Las Vegas, NV. External link
Riahi, D., & Bilodeau, G.-A. (2016). Online multi-object tracking by detection based on generative appearance models. Computer Vision and Image Understanding, 152, 88-102. External link
Riahi, D., & Bilodeau, G.-A. (2015, September). Multiple object tracking based on sparse generative appearance modeling [Paper]. IEEE International Conference on Image Processing (ICIP 2015), Québec City, QC. External link
Riahi, D., & Bilodeau, G.-A. (2014, May). Multiple feature fusion in the dempster-shafer framework for multi-object tracking [Paper]. 11th Conference on Computer and Robot Vision (CRV 2014), Montréal, Québec. External link
Riahi, D., St-Onge, P.-L., & Bilodeau, G.-A. (2012). RECTGAUSS-Tex : block-based background subtraction. (Technical Report n° EPM-RT-2012-03). Available
Sabri, K., Djilali, C., Bilodeau, G.-A., Saunier, N., & Bouachir, W. (2024, May). Detection of micromobility vehicles in urban traffic videos [Paper]. 21st Conference on Robots and Vision (CVR 2024), Guelph, ON, Canada (8 pages). Available
Sobolevsky, A., Bilodeau, G.-A., Cheng, J., & Guo, J. L. C. (2023, June). GUILGET : GUI layout generation with transformer [Paper]. 36th Canadian Conference on Artificial Intelligence (CANAI 2023), Montréal, QC, Canada (12 pages). Available
Simon, J., Bilodeau, G.-A., Steele, D., & Mahadik, H. (2020, June). Color inference from semantic labeling for person search in videos [Paper]. 17th International Conference on Image Analysis and Recognition (ICIAR 2020), Povoa de Varzim, Portugal. External link
St-Charles, P.-L., Bilodeau, G.-A., & Bergevin, R. (2019). Online Mutual Foreground Segmentation for Multispectral Stereo Videos. International Journal of Computer Vision, 127(8), 1044-1062. External link
St-Charles, P.-L., Bilodeau, G.-A., & Bergevin, R. (2017, October). Mutual foreground segmentation with multispectral stereo pairs [Paper]. 16th International Conference on Computer Vision (ICCV 2017), Venice, Italy. External link
St-Charles, P.-L., Bilodeau, G.-A., & Bergevin, R. (2016, June). Fast Image Gradients Using Binary Feature Convolutions [Paper]. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2016), Las Vegas, Nevada. External link
St-Charles, P.-L., Bilodeau, G.-A., & Bergevin, R. (2016). Universal Background Subtraction Using Word Consensus Models. IEEE Transactions on Image Processing, 25(10), 4768-4781. External link
St-Charles, P.-L., Bilodeau, G.-A., & Bergevin, R. (2015, June). Online multimodal video registration based on shape matching [Paper]. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2015), Boston, MA. External link
St-Charles, P.-L., Bilodeau, G.-A., & Bergevin, R. (2015, January). A self-adjusting approach to change detection based on background word consensus [Paper]. 15th IEEE Winter Conference on Applications of Computer Vision (WACV 2015), Waikoloa, HI, United states. External link
St-Charles, P.-L., Bilodeau, G.-A., & Bergevin, R. (2015). SuBSENSE: A universal change detection method with local adaptive sensitivity. IEEE Transactions on Image Processing, 24(1), 359-373. External link
St-Charles, P.-L., Bilodeau, G.-A., & Bergevin, R. (2014, June). Flexible background subtraction with self-balanced local sensitivity [Paper]. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2014), Columbus, OH, United states. External link
St-Charles, P.-L., & Bilodeau, G.-A. (2014, March). Improving background subtraction using Local Binary Similarity Patterns [Paper]. IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, Col., USA. External link
Saunier, N., Ardö, H., Jodoin, J.-P., Laureshyn, A., Nilsson, M., Svensson, Å., Miranda-Moreno, L. F., Bilodeau, G.-A., & Åström, K. (2014, January). Public video data set for road transportation applications [Paper]. 93rd Annual Meeting of the Transportation Research Board, Washington, D.C. (15 pages). External link
Sonn, S., Bilodeau, G.-A., & Galinier, P. (2013, June). Fast and accurate registration of visible and infrared videos [Paper]. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2013), Portland, OR, United states. External link
St-Onge, P.-L., & Bilodeau, G.-A. (2007, November). Visible and infrared sensors fusion by matching feature points of foreground blobs [Paper]. 3rd International Symposium on Advances in Visual Computing (ISVC 2007), Lake Tahoe, NV, USA (10 pages). External link
Shu, Y. Y., Bilodeau, G.-A., & Cheriet, F. (2005, May). Segmentation of Laparoscopic Images: Integrating Graph-Based Segmentation and Multistage Region Merging [Paper]. 2nd Canadian Conference on Computer and Robot Vision (CVR 2005), Victoria, British Columbia, Canada. External link
Tan, Y., & Bilodeau, G.-A. (2018, May). Evaluation of trackers for Pan-Tilt-Zoom scenarios [Paper]. International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI 2018), Montreal, Qc, Canada. Unavailable
Tang, Y., Bilodeau, G.-A., & Granger, E. (2018, May). Tracking using numerous anchor points [Paper]. International Conference on Pattern Recognition and Artificial Intelligence, Montréal, Québec. Unavailable
Torabi, A., & Bilodeau, G.-A. (2013). Local self-similarity-based registration of human ROIs in pairs of stereo thermal-visible videos. Pattern Recognition, 46(2), 578-589. External link
Torabi, A., & Bilodeau, G.-A. (2013). A LSS-based registration of stereo thermal-visible videos of multiple people using belief propagation. Computer Vision and Image Understanding, 117(12), 1736-47. External link
Torabi, A., Massé, G., & Bilodeau, G.-A. (2012). An Iterative Integrated Framework for Thermal-Visible Image Registration, Sensor Fusion, and People Tracking for Video Surveillance Applications. Computer Vision and Image Understanding, 116(2), 210-221. External link
Torabi, A., Najafianrazavi, M., & Bilodeau, G.-A. (2011, September). A comparative evaluation of multimodal dense stereo correspondence measures [Paper]. 9th IEEE International Symposium on Robotic and Sensors Environments (ROSE 2011), Montréal, Québec. External link
Torabi, A., & Bilodeau, G.-A. (2011, June). Local self-similarity as a dense stereo correspondence measure for thermal-visible video registration [Paper]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2011), Colorado Springs, CO, United states. External link
Torabi, A., Massé, G., & Bilodeau, G.-A. (2010, June). Feedback scheme for thermal-visible video registration, sensor fusion, and people tracking [Paper]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2010), San Francisco, CA. External link
Torabi, A., Ouellet, C., & Bilodeau, G.-A. (2010, July). Small animal head tracking and pose estimation in infrared videos [Paper]. International Conference on Image Processing Computer Vision & Pattern Recognition, Las Vegas, NV., USA. Unavailable
Torabi, A., & Bilodeau, G.-A. (2009, May). A multiple hypothesis tracking method with fragmentation handling [Paper]. 6th Canadian Conference on Computer and Robot Vision (CVR 2009), Kelowna, BC, Canada. External link
Torabi, A., Bilodeau, G.-A., Lévesque, M., Langlois, J. M. P., Lema, P., & Carmant, L. (2008, December). Measuring an animal body temperature in thermographic video using particle filter tracking [Paper]. 4th International Symposium on Visual Computing (ISVC 2008), Las Vegas, Nevada. External link
Varcheie, P. D. Z., & Bilodeau, G.-A. (2011). Adaptive Fuzzy Particle Filter Tracker for a PTZ Camera in an IP Surveillance System. IEEE Transactions on Instrumentation and Measurement, 60(2), 354-371. External link
Varcheie, P. D. Z., & Bilodeau, G.-A. (2011). People tracking using a network-based PTZ camera. Machine Vision and Applications, 22(4), 671-690. External link
Varcheie, P. D. Z., Sills-Lavoie, M., & Bilodeau, G.-A. (2010). A Multiscale Region-Based Motion Detection and Background Subtraction Algorithm. Sensors, 10(2), 1041-1061. Available
Varcheie, P. D. Z., & Bilodeau, G.-A. (2009, November). Active people tracking by a PTZ camera in IP surveillance system [Paper]. IEEE International Workshop on Robotic and Sensors Environments (ROSE 2009), Lecco, Italy. External link
Varcheie, D. Z., & Bilodeau, G.-A. (2009, November). Fuzzy feature-based upper body tracking with IP PTZ camera control [Paper]. 14th Iberoamerican Congress on Pattern Recognition, Guadalarja, Mexico. External link
Varcheie, P. D. Z., & Bilodeau, G.-A. (2009, July). Human tracking by IP PTZ camera control in the context of video surveillance [Paper]. 6th International Conference on Image Analysis and Recognition (ICIAR 2009), Halifax, NS, Canada. External link
Varcheie, D. Z., & Bilodeau, G.-A. (2009, November). Online body tracking by a PTZ camera in IP surveillance system [Paper]. 1st IEEE International Conference on Signal and Image Processing Applications, Kuala Lumpur, Malaysia. External link
Varcheie, P. D. Z., Sills-Lavoie, M., & Bilodeau, G.-A. (2008, May). An efficient region-based background subtraction technique [Paper]. 5th Canadian Conference on Computer and Robot Vision (CVR 2008), Windsor, ON, Canada. External link
Wolf, D. C., Desgent, S., Sanon, N. T., Chen, J.-S., Elkaim, L. M., Bosoi, C. M., Awad, P. N., Simard, A., Salam, M. T., Bilodeau, G.-A., Duss, S., Sawan, M., Lewis, E. C., & Weil, A. G. (2021). Sex differences in the developing brain impact stress-induced epileptogenicity following hyperthermia-induced seizures. Neurobiology of Disease, 161, 105546 (12 pages). Available
Wong, M., Farooq, B., & Bilodeau, G.-A. (2018). Discriminative conditional restricted Boltzmann machine for discrete choice and latent variable modelling. Journal of Choice Modelling, 29, 152-168. External link
Wong, M., Farooq, B., & Bilodeau, G.-A. (2017, April). Latent class model using discriminative restricted Boltzmann machine [Paper]. 5th International Choice Modelling Conference (ICMC 2017), Cape Town, South Africa. Unavailable
Wong, M., Farooq, B., & Bilodeau, G.-A. (2016, May). Next direction route choice model for cyclist using panel data [Paper]. Joint 57th Annual Conference of Canadian Transportation Research Forum and US Transportation Research Forum: North American Transport Challenges in an Era of Change (CTRF-TRF 2016), Toronto, ON, Canada. External link
Whiten, C., Laganiere, R., & Bilodeau, G.-A. (2013, May). Efficient action recognition with MoFREAK [Paper]. 10th International Conference on Computer and Robot Vision (CRV 2013), Regina, SK, Canada. External link
Whiten, C., Laganiere, R., Fazl-Ersi, E., Shi, F., Bilodeau, G.-A., Gorodnichy, D. O., Bergeron, J.-P., Choy, E., & Bissessar, D. (2012, November). VIVA-uOttawa / CBSA at TRECVID 2012: Interactive surveillance event detection [Paper]. TREC Video Retrieval Evaluation workshop, Gaithersburg, MD, USA. External link
Ye, X., & Bilodeau, G.-A. (2025). Continuous conditional video synthesis by neural processes. Computer Vision and Image Understanding, 259, 104387 (11 pages). Available
Ye, X., & Bilodeau, G.-A. (2024, February). STDiff: Spatio-Temporal Diffusion for Continuous Stochastic Video Prediction [Paper]. 38th AAAI Conference on Artificial Intelligence (AAAI 2024), Vancouver, BC, Canada. Published in Proceedings of the AAAI Conference on Artificial Intelligence, 38(7). External link
Ye, X., & Bilodeau, G.-A. (2023, June). An unified model for continuous conditional video prediction [Paper]. IEEE/CVF Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops 2023), Vancouver, BC, Canada. External link
Ye, X., & Bilodeau, G.-A. (2023). Video prediction by efficient transformers. Image and Vision Computing, 130, 104612 (10 pages). External link
Ye, X., & Bilodeau, G.-A. (2022, August). VPTR: Efficient Transformers for Video Prediction [Paper]. 26th International Conference on Pattern Recognition (ICPR 2022), Montreal, Qc, Canada. External link
Yang, Y., & Bilodeau, G.-A. (2017, May). Multiple object tracking with kernelized correlation filters in urban mixed traffic [Paper]. 14th Conference on Computer and Robot Vision (CRV 2017), Edmonton, Alberta. External link
Zarrami, W., Bilodeau, G.-A., & Nougarou, F. (2025). Raw_radar_fmcw_Dataset (Part 4) [Dataset]. External link
Zarrami, W., & Bilodeau, G.-A. (2025). Raw_radar_fmcw_Dataset (Part 1) [Dataset]. External link
Zarrami, W., & Bilodeau, G.-A. (2025). Raw_radar_fmcw_Dataset (Part 2) [Dataset]. External link
Zarrami, W., & Bilodeau, G.-A. (2025). Raw_radar_fmcw_Dataset (Part 3) [Dataset]. External link
Zhenxi, L., Bilodeau, G.-A., & Bouachir, W. (2021, January). MFST: Multi-Features Siamese Tracker [Paper]. 25th International Conference on Pattern Recognition (ICPR 2020), Milan, Italy. External link
