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Guillaume-Alexandre BilodeauDépartement de génie informatique et génie logiciel
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Miah, M., Bilodeau, G.-A., & Saunier, N. (2025). Learning data association for multi-object tracking using only coordinates. Pattern Recognition, 160, 11 pages. Lien externe
Naimi, S., Bouachir, W., & Bilodeau, G.-A. (2023). 1D-convolutional transformer for Parkinson disease diagnosis from gait. Neural Computing and Applications, 11 pages. Lien externe
Ye, X., & Bilodeau, G.-A. (2023). Video prediction by efficient transformers. Image and Vision Computing, 130, 104612 (10 pages). Lien externe
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). Disponible
Perreault, H., Bilodeau, G.-A., Saunier, N., & Heritier, M. (2021). FFAVOD: Feature fusion architecture for video object detection. Pattern Recognition Letters, 151, 294-301. Lien externe
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. Lien externe
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. Lien externe
Chakravorty, T., Bilodeau, G.-A., & Granger, E. (2020). Robust face tracking using multiple appearance models and graph relational learning. Machine Vision and Applications, 31(4), 23 (17 pages). Lien externe
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. Lien externe
Ghadiri, F., Bergevin, R., & Bilodeau, G.-A. (2019). From superpixel to human shape modelling for carried object detection. Pattern Recognition, 89, 134-150. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
Chakravorty, T., Bilodeau, G.-A., & Granger, E. (2018). Tracking using numerous anchor points. Machine Vision and Applications, 29(2), 247-261. Lien externe
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. Lien externe
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. Lien externe
Bashbaghi, S., Granger, E., 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. Lien externe
Farah, R., Langlois, J. M. P., & Bilodeau, G.-A. (2016). Computing a rodent's diary. Signal, Image and Video Processing, 10(3), 567-574. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
Bouachir, W., & Bilodeau, G.-A. (2015). Collaborative part-based tracking using salient local predictors. Computer Vision and Image Understanding, 137, 88-101. Lien externe
Bouachir, W., & Bilodeau, G.-A. (2015). Exploiting structural constraints for visual object tracking. Image and Vision Computing, 43, 39-49. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
Bilodeau, G.-A., Torabi, A., Levesque, 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. Lien externe
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. Lien externe
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. Lien externe
Varcheie, P. D. Z., & Bilodeau, G.-A. (2011). People tracking using a network-based PTZ camera. Machine Vision and Applications, 22(4), 671-690. Lien externe
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. Lien externe
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. Disponible
Bilodeau, G.-A., & Ammouri, S. (2009). Monitoring of medication intake using a camera system. Journal of Medical Systems, 35(3), 377-389. Lien externe
Levesque, 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. Lien externe
Bilodeau, G.-A., & Bergevin, R. (2007). Qualitative Part-Based Models in Content-Based Image Retrieval. Machine Vision and Applications, 18(5), 275-287. Lien externe
Bilodeau, G.-A., Shu, Y., & Cheriet, F. (2006). Multistage graph-based segmentation of thoracoscopic images. Computerized Medical Imaging and Graphics, 30(8), 437-446. Lien externe
Bilodeau, G.-A., & Bergevin, R. (2005). Matching Graphs With Fuzzy Attributes in Machine Vision. International Journal of Robotics and Automation, 20(1), 50-59. Lien externe
Bilodeau, G.-A., & Bergevin, R. (2002). Part segmentation of objects in real images. Pattern Recognition, 35(12), 2913-2926. Lien externe
Miah, M., Saunier, N., & Bilodeau, G.-A. (2021). MeNToS : Tracklets association with a space-time memory network. (Rapport technique). Non disponible
Khraimeche, Y., Bilodeau, G.-A., Steele, D., & Harshad, M. (2021). Unsupervised disentanglement GAN for domain adaptive person re-identification. (Rapport technique). Non disponible
Perreault, H., Bilodeau, G.-A., Saunier, N., & Gravel, P. (2019). Road User Detection in Videos. (Rapport technique). Lien externe
Chakravorty, T., Bilodeau, G.-A., & Granger, E. (2014). Automatic Image Registration in Infrared-Visible Videos using Polygon Vertices. (Rapport technique). Lien externe
Bouachir, W., Torabi, A., Bilodeau, G.-A., & Blais, P. (2013). A bag of word approach for semantic segmentation of monitored scenes. (Rapport technique). Lien externe
Riahi, D., St-Onge, P.-L., & Bilodeau, G.-A. (2012). RECTGAUSS-Tex : block-based background subtraction. (Rapport technique n° EPM-RT-2012-03). Disponible
Jodoin, J.-P., Bilodeau, G.-A., & Saunier, N. (2012). Background subtraction based on local shape. (Rapport technique). Lien externe
Sabri, K., Djilali, C., Bilodeau, G.-A., Saunier, N., & Bouachir, W. (mai 2024). Detection of micromobility vehicles in urban traffic videos [Communication écrite]. 21st Conference on Robots and Vision (CVR 2024), Guelph, ON, Canada (8 pages). Disponible
Anwar, N., Bilodeau, G.-A., & Bouachir, W. (mai 2024). STF: Spatio-Temporal Fusion Module for Improving Video Object Detection [Communication écrite]. 21st Conference on Robots and Vision, Guelph, Ontario, Canada. Publié dans Proceedings of the Conference on Robots and Vision. Lien externe
Ye, X., & Bilodeau, G.-A. (février 2024). STDiff: Spatio-Temporal Diffusion for Continuous Stochastic Video Prediction [Communication écrite]. 38th AAAI Conference on Artificial Intelligence (AAAI 2024), Vancouver, BC, Canada. Publié dans Proceedings of the AAAI Conference on Artificial Intelligence, 38(7). Lien externe
Naimi, S., Koubaa, O., Bouachir, W., Bilodeau, G.-A., Jeddore, G., Baines, P., Correia, D. L. P., & Arsenault, A. (décembre 2023). Automating Lichen Monitoring in Ecological Studies Using Instance Segmentation of Time-Lapse Images [Communication écrite]. International Conference on Machine Learning and Applications (ICMLA 2023), Jacksonville, FL, USA. Lien externe
Sobolevsky, A., Bilodeau, G.-A., Cheng, J., & Guo, J. L. C. (juin 2023). GUILGET : GUI layout generation with transformer [Communication écrite]. 36th Canadian Conference on Artificial Intelligence (CANAI 2023), Montreal, Qc, Canada (12 pages). Disponible
Naimi, S., Bouachir, W., & Bilodeau, G.-A. (décembre 2023). HCT: Hybrid Convnet-Transformer for Parkinson's Disease Detection and Severity Prediction from Gait [Communication écrite]. International Conference on Machine Learning and Applications (ICMLA 2023), Jacksonville, FL, USA. Lien externe
Miah, M., Bilodeau, G.-A., & Saunier, N. (juin 2023). Multi-object tracking and segmentation with a space-time memory network [Communication écrite]. 20th Conference on Robots and Vision, Montreal, Qc, Canada (10 pages). Non disponible
Jodogne-del Litto, K., & Bilodeau, G.-A. (juin 2023). Real-time instance segmentation with polygons using an intersection-over-union loss [Communication écrite]. 20th Conference on Robots and Vision, Montréal, QC, Canada. Lien externe
Lamghari, S., Bilodeau, G.-A., & Saunier, N. (juin 2023). Transformer-based human action recognition with dynamic feature selection [Communication écrite]. 20th Conference on Robots and Vision, Montreal, Qc, Canada. Lien externe
Ye, X., & Bilodeau, G.-A. (juin 2023). An unified model for continuous conditional video prediction [Communication écrite]. IEEE/CVF Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops 2023), Vancouver, BC, Canada. Lien externe
Anwar, N., Duplessis-Guidon, P., Bilodeau, G.-A., & Bouachir, W. (juin 2023). VisiTherS : visible-thermal infrared stereo disparity estimation of human silhouette [Communication écrite]. IEEE/CVF Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops 2023), Vancouver, BC, Canada. Lien externe
Lamghari, S., Bilodeau, G.-A., & Saunier, N. (juin 2022). ActAr : Actor-driven pose embeddings for video action recognition [Communication écrite]. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRW 2022), New Orleans, Louisiana. Lien externe
Nahon, R., Bilodeau, G.-A., & Pesant, G. (mai 2022). Improving tracking with a tracklet associator [Communication écrite]. 19th Conference on Robots and Vision (CRV 2022), Toronto, ON, Canada. Lien externe
Hajlaoui, R., Bilodeau, G.-A., & Rockemann, J. (août 2022). MTGR: Improving Emotion and Sentiment Analysis with Gated Residual Networks [Communication écrite]. 26th International Conference on Pattern Recognition (ICPR Workshop 2022), Montreal, Qc, Canada. Lien externe
Nguyen, D. M. D., Miah, M., Bilodeau, G.-A., & Bouachir, W. (août 2022). Transformers for 1D signals in Parkinson's disease detection from gait [Communication écrite]. 26th International Conference on Pattern Recognition (ICPR 2022), Montreal, Qc, Canada. Lien externe
Ye, X., & Bilodeau, G.-A. (août 2022). VPTR: Efficient Transformers for Video Prediction [Communication écrite]. 26th International Conference on Pattern Recognition (ICPR 2022), Montreal, Qc, Canada. Lien externe
Perreault, H., Bilodeau, G.-A., Saunier, N., & Heritier, M. (octobre 2021). CenterPoly: real-time instance segmentation using bounding polygons [Communication écrite]. IEEE/CVF International Conference on Computer Vision Workshops (ICCVW 2021), Montreal, Qc, Canada. Lien externe
Beaupre, D.-A., & Bilodeau, G.-A. (janvier 2021). Domain Siamese CNNs for Sparse Multispectral Disparity Estimation [Communication écrite]. 25th International Conference on Pattern Recognition (ICPR 2020). Lien externe
Miah, M., Pepin, J., Saunier, N., & Bilodeau, G.-A. (janvier 2021). An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes [Communication écrite]. 25th International Conference on Pattern Recognition (ICPR 2020). Lien externe
Lamghari, S., Bilodeau, G.-A., & Saunier, N. (janvier 2021). A Grid-based Representation for Human Action Recognition [Communication écrite]. 25th International Conference on Pattern Recognition (ICPR 2020), Milan, Italy. Lien externe
Nguyen-The, M., Bilodeau, G.-A., & Rockemann, J. (août 2022). Leveraging sentiment analysis knowledge to solve emotion detection tasks [Communication écrite]. 26th International Conference on Pattern Recognition (ICPR), Montreal, Qc, Canada. Lien externe
Roy, P. R., Bilodeau, G.-A., & Seoud, L. (janvier 2021). Local Anomaly Detection in Videos Using Object-Centric Adversarial Learning [Communication écrite]. ICPR International Conference on Pattern Recognition. Lien externe
Miah, M., Saunier, N., & Bilodeau, G.-A. (juin 2021). MeNToS : Tracklets association with a space-time memory network [Communication écrite]. Robust Video Scene Understanding: Tracking and Video Segmentation workshop (CVPR-W), 2021 (4 pages). Lien externe
Roy, P. R., Bilodeau, G.-A., & Séoud, L. (juillet 2021). Predicting next local appearance for video anomaly detection [Communication écrite]. 17th International Conference on Machine Vision Applications (MVA 2021), Aichi, Japan (5 pages). Lien externe
Messoussi, O., Göhring de Magalhães, F., Lamarre, F., Perreault, F., Sogoba, I., Bilodeau, G.-A., & Nicolescu, G. (octobre 2021). Vehicle Detection and Tracking from Surveillance Cameras in Urban Scenes [Communication écrite]. 16th International Symposium on Visual Computing (ISVC 2021). Lien externe
Simon, J., Bilodeau, G.-A., Steele, D., & Mahadik, H. (juin 2020). Color inference from semantic labeling for person search in videos [Communication écrite]. 17th International Conference on Image Analysis and Recognition (ICIAR 2020), Povoa de Varzim, Portugal. Lien externe
Zhenxi, L., Bilodeau, G.-A., & Bouachir, W. (janvier 2021). MFST: Multi-Features Siamese Tracker [Communication écrite]. 25th International Conference on Pattern Recognition (ICPR 2020), Milan, Italy. Lien externe
Perreault, H., Héritier, M., Gravel, P., Bilodeau, G.-A., & Saunier, N. (juin 2020). RN-VID: A Feature Fusion Architecture for Video Object Detection [Communication écrite]. 17th International Conference on Image Analysis and Recognition (ICIAR 2020), Póvoa de Varzim, Portugal. Lien externe
Perreault, H., Bilodeau, G.-A., Saunier, N., & Heritier, M. (mai 2020). SpotNet: Self-Attention Multi-Task Network for Object Detection [Communication écrite]. 17th Conference on Computer and Robot Vision (CRV 2020), Ottawa, ON. Lien externe
Ooi, H.-L., Bilodeau, G.-A., & Saunier, N. (juin 2020). Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study [Communication écrite]. 17th International Conference on Image Analysis and Recognition (ICIAR 2020), Póvoa de Varzim, Portugal. Lien externe
Roy, P., & Bilodeau, G.-A. (mai 2019). Adversarially learned abnormal trajectory classifier [Communication écrite]. 16th Conference on Computer and Robot Vision (CRV 2019), Kingston, Qc, Canada. Lien externe
Beaupre, D.-A., & Bilodeau, G.-A. (juin 2019). Siamese CNNs for RGB-LWIR Disparity Estimation [Communication écrite]. 32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2019), Long Beach, CA. Lien externe
Ooi, H.-L., Bilodeau, G.-A., & Saunier, N. (août 2019). Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection [Communication écrite]. 16th International Conference on Image Analysis and Recognition (ICIAR 2019), Waterloo, Canada. Lien externe
Pineault, A., Bilodeau, G.-A., & Pesant, G. (septembre 2019). Tracking pedestrians using constraint programming [Communication écrite]. 25th International Conference on Principles and Practice of Constraint Programming (CP 2019), Stamford, CT, USA. Non disponible
Tan, Y., & Bilodeau, G.-A. (mai 2018). Evaluation of trackers for Pan-Tilt-Zoom scenarios [Communication écrite]. International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI 2018), Montreal, Qc, Canada. Non disponible
Beaupre, D.-A., Bilodeau, G.-A., & Saunier, N. (mai 2018). Improving multiple object tracking with optical flow and edge preprocessing [Communication écrite]. 1st International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI 2018), Montréal, Québec. Lien externe
Li, Z., Bilodeau, G.-A., & Bouachir, W. (novembre 2018). Multi-branch siamese networks with online selection for object tracking [Communication écrite]. 13th International Symposium on Visual Computing (ISVC 2018), Las Vegas, NV. Lien externe
Ooi, H. L., Bilodeau, G.-A., Saunier, N., & Beaupré, D.-A. (novembre 2018). Multiple object tracking in urban traffic scenes with a multiclass object detector [Communication écrite]. 13th International Symposium on Visual Computing (ISVC 2018), Las Vegas, NV. Lien externe
Roy, P. R., & Bilodeau, G.-A. (novembre 2018). Road user abnormal trajectory detection using a deep autoencoder [Communication écrite]. 13th International Symposium on Visual Computing (ISVC 2018), Las Vegas, NV. Lien externe
Tang, Y., Bilodeau, G.-A., & Granger, E. (mai 2018). Tracking using numerous anchor points [Communication écrite]. International Conference on Pattern Recognition and Artificial Intelligence, Montréal, Québec. Non disponible
Bashbaghi, S., Granger, E., Sabourin, R., & Bilodeau, G.-A. (février 2017). Dynamic selection of exemplar-SVMs for watch-list screening through domain adaptation [Communication écrite]. 6th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2017), Porto, Portugal. Lien externe
Wong, M., Farooq, B., & Bilodeau, G.-A. (avril 2017). Latent class model using discriminative restricted Boltzmann machine [Communication écrite]. 5th International Choice Modelling Conference (ICMC 2017), Cape Town, South Africa. Non disponible
Yang, Y., & Bilodeau, G.-A. (mai 2017). Multiple object tracking with kernelized correlation filters in urban mixed traffic [Communication écrite]. 14th Conference on Computer and Robot Vision (CRV 2017), Edmonton, Alberta. Lien externe
St-Charles, P. L., Bilodeau, G.-A., & Bergevin, R. (octobre 2017). Mutual foreground segmentation with multispectral stereo pairs [Communication écrite]. 16th International Conference on Computer Vision (ICCV 2017), Venice, Italy. Lien externe
Bélisle, F., Saunier, N., Bilodeau, G.-A., & Le Digabel, S. (janvier 2017). Optimized Video Tracking for Automated Vehicle Turning Movement Counts [Communication écrite]. 96th Annual Meeting of the Transportation Research Board, Washington, D.C.. Lien externe
Ghadiri, F., Bergevin, R., & Bilodeau, G.-A. (septembre 2017). Spatio-temporal consistency to detect and segment carried objects [Communication écrite]. 28th British Machine Vision Conference, London, UK (12 pages). Lien externe
Bouachir, W., Torabi, A., Bilodeau, G.-A., & Blais, P. (novembre 2016). A Bag of Words Approach for Semantic Segmentation of Monitored Scenes [Communication écrite]. International Symposium on Signal, Image, Video and Communications (ISIVC 2016), Tunis, Tunesia. Lien externe
Ghadiri, F., Bergevin, R., & Bilodeau, G.-A. (octobre 2016). Carried Object Detection Based on an Ensemble of Contour Exemplars [Communication écrite]. 14th European Conference on Computer Vision (ECCV 2016), Amsterdam, The Netherlands. Lien externe
Lessard, A., Bélisle, F., Bilodeau, G.-A., & Saunier, N. (juin 2016). The Counting App, or how to count vehicles in 500 hours of video [Communication écrite]. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2016), Las Vegas, Nevada. Lien externe
St-Charles, P.-L., Bilodeau, G.-A., & Bergevin, R. (juin 2016). Fast Image Gradients Using Binary Feature Convolutions [Communication écrite]. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2016), Las Vegas, Nevada. Lien externe
Wong, M., Farooq, B., & Bilodeau, G.-A. (mai 2016). Next direction route choice model for cyclist using panel data [Communication écrite]. 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. Lien externe
Nguyen, D.-L., St-Charles, P.-L., & Bilodeau, G.-A. (juin 2016). Non-planar Infrared-Visible Registration for Uncalibrated Stereo Pairs [Communication écrite]. 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2016), Las Vegas, Nevada. Lien externe
Chakravorty, T., Bilodeau, G.-A., & Granger, E. (septembre 2015). Contextual object tracker with structure encoding [Communication écrite]. IEEE International Conference on Image Processing (ICIP 2015), Québec City, QC, Canada. Lien externe
Bashbaghi, S., Granger, E., Sabourin, R., & Bilodeau, G.-A. (août 2015). Ensembles of exemplar-SVMs for video face recognition from a single sample per person [Communication écrite]. 12th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2015), Karlsruhe, Germany (6 pages). Lien externe
Riahi, D., & Bilodeau, G.-A. (septembre 2015). Multiple object tracking based on sparse generative appearance modeling [Communication écrite]. IEEE International Conference on Image Processing (ICIP 2015), Québec City, QC. Lien externe
St-Charles, P. L., Bilodeau, G.-A., & Bergevin, R. (juin 2015). Online multimodal video registration based on shape matching [Communication écrite]. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2015), Boston, MA. Lien externe
Bouachir, W., & Bilodeau, G.-A. (janvier 2015). Part-based tracking via salient collaborating features [Communication écrite]. 15th IEEE Winter Conference on Applications of Computer Vision (WACV 2015), Waikoloa, HI, United states. Lien externe
Chen, G., St-Charles, P.-L., Bouachir, W., Bilodeau, G.-A., & Bergevin, R. (septembre 2015). Reproducible evaluation of Pan-Tilt-Zoom tracking [Communication écrite]. IEEE International Conference on Image Processing (ICIP 2015), Québec City, QC, Canada. Lien externe
St-Charles, P.-L., Bilodeau, G.-A., & Bergevin, R. (janvier 2015). A self-adjusting approach to change detection based on background word consensus [Communication écrite]. 15th IEEE Winter Conference on Applications of Computer Vision (WACV 2015), Waikoloa, HI, United states. Lien externe
Mokhayeri, F., Granger, E., & Bilodeau, G.-A. (septembre 2015). Synthetic face generation under various operational conditions in video surveillance [Communication écrite]. IEEE International Conference on Image Processing (ICIP 2015), Québec City, QC, Canada. Lien externe
St-Charles, P.-L., Bilodeau, G.-A., & Bergevin, R. (juin 2014). Flexible background subtraction with self-balanced local sensitivity [Communication écrite]. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2014), Columbus, OH, United states. Lien externe
St-Charles, P.-L., & Bilodeau, G.-A. (mars 2014). Improving background subtraction using Local Binary Similarity Patterns [Communication écrite]. IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, Col., USA. Lien externe
Riahi, D., & Bilodeau, G.-A. (mai 2014). Multiple feature fusion in the dempster-shafer framework for multi-object tracking [Communication écrite]. 11th Conference on Computer and Robot Vision (CRV 2014), Montréal, Québec. Lien externe
Saunier, N., Ardö, H., Jodoin, J.-P., Laureshyn, A., Nilsson, M., Svensson, Å., Miranda-Moreno, L. F., Bilodeau, G.-A., & Åström, K. (janvier 2014). Public video data set for road transportation applications [Communication écrite]. 93rd Annual Meeting of the Transportation Research Board, Washington, D.C.. Non disponible
Bouachir, W., & Bilodeau, G.-A. (mars 2014). Structure-aware keypoint tracking for partial occlusion handling [Communication écrite]. IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, CO, USA. Lien externe
Jodoin, J.-P., Bilodeau, G.-A., & Saunier, N. (mars 2014). Urban Tracker: Multiple object tracking in urban mixed traffic [Communication écrite]. IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, Col., USA. Lien externe
Bashbaghi, S., Granger, E., Sabourin, R., & Bilodeau, G.-A. (août 2014). Watch-list screening using ensembles based on multiple face representations [Communication écrite]. 22nd International Conference on Pattern Recognition (ICPR 2014), Stockholm, Sweden. Lien externe
Bilodeau, G.-A., Jodoin, J.-P., & Saunier, N. (mai 2013). Change detection in feature space using local binary similarity patterns [Communication écrite]. 10th International Conference on Computer and Robot Vision (CRV 2013), Regina, SK, Canada. Lien externe
Whiten, C., Laganiere, R., & Bilodeau, G.-A. (mai 2013). Efficient action recognition with MoFREAK [Communication écrite]. 10th International Conference on Computer and Robot Vision (CRV 2013), Regina, SK, Canada. Lien externe
Sonn, S., Bilodeau, G.-A., & Galinier, P. (juin 2013). Fast and accurate registration of visible and infrared videos [Communication écrite]. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2013), Portland, OR, United states. Lien externe
Bouachir, W., & Bilodeau, G.-A. (mai 2013). Visual face tracking: A coarse-to-fine target state estimation [Communication écrite]. 10th International Conference on Computer and Robot Vision (CRV 2013), Regina, SK, Canada. Lien externe
Bilodeau, G.-A. (mai 2012). Contribution en surveillance vidéo [Communication écrite]. Applied Vision and Robotics Workshop / Colloque Vision et Robotique appliquées (CVRA 2012), Montréal, Québec. Non disponible
Whiten, C., Laganiere, R., Fazl-Ersi, E., Shi, F., Bilodeau, G.-A., Gorodnichy, D. O., Bergeron, J.-P., Choy, E., & Bissessar, D. (novembre 2012). VIVA-uOttawa / CBSA at TRECVID 2012: Interactive surveillance event detection [Communication écrite]. TREC Video Retrieval Evaluation workshop, Gaithersburg, MD, USA. Lien externe
Gil, D. C., Farah, R., Langlois, J. M. P., Bilodeau, G.-A., & Savaria, Y. (mai 2011). Comparative analysis of contrast enhancement algorithms in surveillance imaging [Communication écrite]. IEEE International Symposium of Circuits and Systems (ISCAS 2011), Rio de Janeiro, Brazil. Lien externe
Torabi, A., Najafianrazavi, M., & Bilodeau, G.-A. (septembre 2011). A comparative evaluation of multimodal dense stereo correspondence measures [Communication écrite]. 9th IEEE International Symposium on Robotic and Sensors Environments (ROSE 2011), Montréal, Québec. Lien externe
Torabi, A., & Bilodeau, G.-A. (juin 2011). Local self-similarity as a dense stereo correspondence measure for thermal-visible video registration [Communication écrite]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2011), Colorado Springs, CO, United states. Lien externe
Farah, R., Langlois, J. M. P., & Bilodeau, G.-A. (septembre 2011). RAT: Robust animal tracking [Communication écrite]. 9th IEEE International Symposium on Robotic and Sensors Environments (ROSE 2011), Montréal, Québec. Lien externe
Bilodeau, G.-A., St-Onge, P.-L., & Garnier, R. (juin 2011). Silhouette-based features for visible-infrared registration [Communication écrite]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2011), Colorado Springs, CO, United states. Lien externe
Farah, R., Gan, Q., Langlois, J. M. P., Bilodeau, G.-A., & Savaria, Y. (décembre 2011). A tracking algorithm suitable for embedded systems implementation [Communication écrite]. 18th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2011), Beirut, Lebanon. Lien externe
Bilodeau, G.-A., Ghali, R., Desgent, S., Langlois, J. M. P., Farah, R., St-Onge, P.-L., Duss, S., & Carmant, L. (juin 2011). Where is the rat? Tracking in low contrast thermographic images [Communication écrite]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2011), Colorado Springs, CO, United states. Lien externe
Torabi, A., Massé, G., & Bilodeau, G.-A. (juin 2010). Feedback scheme for thermal-visible video registration, sensor fusion, and people tracking [Communication écrite]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2010), San Francisco, CA. Lien externe
Torabi, A., Ouellet, C., & Bilodeau, G.-A. (juillet 2010). Small animal head tracking and pose estimation in infrared videos [Communication écrite]. International Conference on Image Processing Computer Vision & Pattern Recognition, Las Vegas, NV., USA. Non disponible
Varcheie, P. D. Z., & Bilodeau, G.-A. (novembre 2009). Active people tracking by a PTZ camera in IP surveillance system [Communication écrite]. IEEE International Workshop on Robotic and Sensors Environments (ROSE 2009), Lecco, Italy. Lien externe
Varcheie, D. Z., & Bilodeau, G.-A. (novembre 2009). Fuzzy feature-based upper body tracking with IP PTZ camera control [Communication écrite]. 14th Iberoamerican Congress on Pattern Recognition, Guadalarja, Mexico. Lien externe
Varcheie, P. D. Z., & Bilodeau, G.-A. (juillet 2009). Human tracking by IP PTZ camera control in the context of video surveillance [Communication écrite]. 6th International Conference on Image Analysis and Recognition (ICIAR 2009), Halifax, NS, Canada. Lien externe
Torabi, A., & Bilodeau, G.-A. (mai 2009). A multiple hypothesis tracking method with fragmentation handling [Communication écrite]. 6th Canadian Conference on Computer and Robot Vision (CVR 2009), Kelowna, BC, Canada. Lien externe
Varcheie, D. Z., & Bilodeau, G.-A. (novembre 2009). Online body tracking by a PTZ camera in IP surveillance system [Communication écrite]. 1st IEEE International Conference on Signal and Image Processing Applications, Kuala Lumpur, Malaysia. Lien externe
Bilodeau, G.-A., Levesque, M., Langlois, J. M. P., Lema, P., & Carmant, L. (janvier 2009). Thermographic body temperature measurement using a mean-shift tracker [Communication écrite]. 2nd International Conference on Bio-Inspired Systems and Signal Processing (BIOSIGNALS 2009), Porto, Portugal. Lien externe
Morin, F., Torabi, A., & Bilodeau, G.-A. (mai 2008). Automatic registration of color and infrared videos using trajectories obtained from a multiple object tracking algorithm [Communication écrite]. 5th Canadian Conference on Computer and Robot Vision (CVR 2008), Windsor, ON, Canada. Lien externe
Varcheie, P. D. Z., Sills-Lavoie, M., & Bilodeau, G.-A. (mai 2008). An efficient region-based background subtraction technique [Communication écrite]. 5th Canadian Conference on Computer and Robot Vision (CVR 2008), Windsor, ON, Canada. Lien externe
Ammouri, S., & Bilodeau, G.-A. (mai 2008). Face and hands detection and tracking applied to the monitoring of medication intake [Communication écrite]. 5th Canadian Conference on Computer and Robot Vision (CVR 2008), Windsor, ON, Canada. Lien externe
Torabi, A., Bilodeau, G.-A., Levesque, M., Langlois, J. M. P., Lema, P., & Carmant, L. (décembre 2008). Measuring an animal body temperature in thermographic video using particle filter tracking [Communication écrite]. 4th International Symposium on Visual Computing (ISVC 2008), Las Vegas, Nevada. Lien externe
Morin, F., & Bilodeau, G.-A. (octobre 2007). Fusion of multispectral video sequences based on the trajectories of moving objects [Communication écrite]. IEEE International Workshop on Robotic and Sensors Environments (ROSE 2007), Ottawa, On, Canada (5 pages). Lien externe
St-Onge, P.-L., & Bilodeau, G.-A. (novembre 2007). Visible and infrared sensors fusion by matching feature points of foreground blobs [Communication écrite]. 3rd International Symposium on Advances in Visual Computing (ISVC 2007), Lake Tahoe, NV, USA (10 pages). Lien externe
Bourezak, R., & Bilodeau, G.-A. (juin 2006). Detection and object tracking using derative division and correlograms [Communication écrite]. 1st International Workshop on Video Processing for Security (VP4S 2006), Quebec City, Qc, Canada. Non disponible
Bourezak, R., & Bilodeau, G.-A. (août 2006). Iterative division and correlograms for detection and tracking of moving objects [Communication écrite]. International Workshop on Intelligent Computing in Pattern Analysis/Synthesis (IWICPAS 2006), Xi'an, China. Lien externe
Bourezak, R., & Bilodeau, G.-A. (juin 2006). Object detection and tracking using iterative division and correlograms [Communication écrite]. 3rd Canadian Conference on Computer and Robot Vision, Québec City, QC, Canada. Lien externe
Shu, Y. Y., Bilodeau, G.-A., & Cheriet, F. (mai 2005). Segmentation of Laparoscopic Images: Integrating Graph-Based Segmentation and Multistage Region Merging [Communication écrite]. 2nd Canadian Conference on Computer and Robot Vision (CVR 2005), Victoria, British Columbia, Canada. Lien externe
Bilodeau, G.-A., & Bergevin, R. (juin 2003). Constructing and matching fuzzy graphs of volumetric primitives hypotheses [Communication écrite]. 16th International Conference on Vision Interface (VI 2003), Halifax, NS, Canada. Lien externe
Bilodeau, G.-A., & Bergevin, R. (juin 2003). Evaluation of Object Recognition Algorithms with the Image Retrieval Software PLASTIQUE [Communication écrite]. International Conference on Image and Signal Processing (ICISP 2003), Agadir, Morroco. Lien externe
Bilodeau, G.-A., & Bergevin, R. (juin 2003). PLASTIQUE: Image retrieval based on cognitive theories [Communication écrite]. 16th International Conference on Vision Interface (VI 2003), Halifax, Canada. Lien externe
Bilodeau, G.-A., & Bergevin, R. (juin 2003). Structural Indexing Extended to Fuzzy Graphs of 2D Parts [Communication écrite]. International Conference on Image and Signal Processing (ICISP 2003), Agadir, Morroco. Lien externe
Bilodeau, G.-A., & Bergevin, R. (juin 2001). Modeling of 2D parts applied to database query [Communication écrite]. 14th International Conference on Vision Interface (VI 2001), Ottawa, ON, Canada. Lien externe
Bilodeau, G.-A., & Bergevin, R. (septembre 2000). Generic modeling of 3d objects from single 2d images [Communication écrite]. 15th International Conference on Pattern Recognition (ICPR 2000), Barcelona, Spain. Lien externe
Bilodeau, G.-A., & Bergevin, R. (mai 1999). Outline-based part segmentation using intermediate-level symmetries [Communication écrite]. 12th International Conference on Vision Interface (VI 1999), Trois-Rivières, Québec, Canada. Non disponible
Faure, B., Perreault, H., Bilodeau, G.-A., & Saunier, N. (décembre 2021). PolyTrack : tracking with bounding polygons [Présentation]. Dans NeurIPS Machine Learning for Autonomous Driving Workshop. Lien externe
Bilodeau, G.-A. (2004). Modélisation d'objets manufacturés multi-parties [Thèse de doctorat, Université Laval]. Non disponible
Bilodeau, G.-A. (1999). Segmentation en parties d'objets 3D provenant d'images 2D réelles et complexes [Mémoire de maîtrise, Université Laval]. Non disponible
