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Guillaume-Alexandre BilodeauDépartement de génie informatique et génie logiciel
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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
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
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
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
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
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
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
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
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
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
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
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
Bouachir, W., & Bilodeau, G.-A. (2015). Exploiting structural constraints for visual object tracking. Image and Vision Computing, 43, 39-49. 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
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
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
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
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
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
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., 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
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
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
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
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
Bilodeau, G.-A., & Ammouri, S. (2009). Monitoring of medication intake using a camera system. Journal of Medical Systems, 35(3), 377-389. 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
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
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
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
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
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. (2004). Modélisation d'objets manufacturés multi-parties [Thèse de doctorat, Université Laval]. Non disponible
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. (2002). Part segmentation of objects in real images. Pattern Recognition, 35(12), 2913-2926. 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
Bilodeau, G.-A. (1999). Segmentation en parties d'objets 3D provenant d'images 2D réelles et complexes [Mémoire de maîtrise, Université Laval]. Non disponible
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
Chakravorty, T., Bilodeau, G.-A., & Granger, E. (2018). Tracking using numerous anchor points. Machine Vision and Applications, 29(2), 247-261. 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
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
Chakravorty, T., Bilodeau, G.-A., & Granger, E. (2014). Automatic Image Registration in Infrared-Visible Videos using Polygon Vertices. (Rapport technique). 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Jodoin, J.-P., Bilodeau, G.-A., & Saunier, N. (2012). Background subtraction based on local shape. (Rapport technique). Lien externe
Khraimeche, Y., Bilodeau, G.-A., Steele, D., & Harshad, M. (2021). Unsupervised disentanglement GAN for domain adaptive person re-identification. (Rapport technique). Non disponible
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
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
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
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
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
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
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
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
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
Miah, M., Saunier, N., & Bilodeau, G.-A. (2021). MeNToS : Tracklets association with a space-time memory network. (Rapport technique). Non disponible
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Perreault, H., Bilodeau, G.-A., Saunier, N., & Gravel, P. (2019). Road User Detection in Videos. (Rapport technique). 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
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
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
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
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
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
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
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
Riahi, D., St-Onge, P.-L., & Bilodeau, G.-A. (2012). RECTGAUSS-Tex : block-based background subtraction. (Rapport technique n° EPM-RT-2012-03). Disponible
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Ye, X., & Bilodeau, G.-A. (2023). Video prediction by efficient transformers. Image and Vision Computing, 130, 104612 (10 pages). 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
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
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
