Directory of Experts

Bilodeau, Guillaume-Alexandre

Directory of Experts

Bilodeau, Guillaume-Alexandre

Directory of Experts

Publications by type

Journal article (43) Conference paper (107) Book Book chapter Patent Report (7) Thesis (2) Dataset Teaching resource Image Audio recording Video recording Other

Guillaume-Alexandre Bilodeau (159)

Journal articles (43)
- 2025
  - Miah, M., Bilodeau, G.-A., & Saunier, N. (2025). Learning data association for multi-object tracking using only coordinates. Pattern Recognition, 160, 11 pages.
- 2023
  - Naimi, S., Bouachir, W., & Bilodeau, G.-A. (2023). 1D-convolutional transformer for Parkinson disease diagnosis from gait. Neural Computing and Applications, 11 pages.
  - Ye, X., & Bilodeau, G.-A. (2023). Video prediction by efficient transformers. Image and Vision Computing, 130, 104612 (10 pages).
- 2021
  - Perreault, H., Bilodeau, G.-A., Saunier, N., & Héritier, M. (2021). FFAVOD: Feature fusion architecture for video object detection. Pattern Recognition Letters, 151, 294-301.
  - 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.
  - 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).
- 2020
  - 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.
  - 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).
- 2019
  - 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.
  - Ghadiri, F., Bergevin, R., & Bilodeau, G.-A. (2019). From superpixel to human shape modelling for carried object detection. Pattern Recognition, 89, 134-150.
  - 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.
- 2018
  - 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.
  - 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.
  - Chakravorty, T., Bilodeau, G.-A., & Granger, E. (2018). Tracking using numerous anchor points. Machine Vision and Applications, 29(2), 247-261.
- 2017
  - 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.
  - 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.
  - 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.
- 2016
  - Farah, R., Langlois, J. M. P., & Bilodeau, G.-A. (2016). Computing a rodent's diary. Signal, Image and Video Processing, 10(3), 567-574.
  - 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.
  - 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.
  - 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.
- 2015
  - 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.
  - Bouachir, W., & Bilodeau, G.-A. (2015). Collaborative part-based tracking using salient local predictors. Computer Vision and Image Understanding, 137, 88-101.
  - Bouachir, W., & Bilodeau, G.-A. (2015). Exploiting structural constraints for visual object tracking. Image and Vision Computing, 43, 39-49.
  - 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.
- 2014
  - 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.
  - 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.
- 2013
  - 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.
  - 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.
  - 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.
  - 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.
- 2012
  - 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.
  - 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.
- 2011
  - 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.
  - Varcheie, P. D. Z., & Bilodeau, G.-A. (2011). People tracking using a network-based PTZ camera. Machine Vision and Applications, 22(4), 671-690.
  - 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.
- 2010
  - 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.
- 2009
  - Bilodeau, G.-A., & Ammouri, S. (2009). Monitoring of medication intake using a camera system. Journal of Medical Systems, 35(3), 377-389.
  - 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.
- 2007
  - Bilodeau, G.-A., & Bergevin, R. (2007). Qualitative Part-Based Models in Content-Based Image Retrieval. Machine Vision and Applications, 18(5), 275-287.
- 2006
  - Bilodeau, G.-A., Shu, Y., & Cheriet, F. (2006). Multistage graph-based segmentation of thoracoscopic images. Computerized Medical Imaging and Graphics, 30(8), 437-446.
- 2005
  - Bilodeau, G.-A., & Bergevin, R. (2005). Matching Graphs With Fuzzy Attributes in Machine Vision. International Journal of Robotics and Automation, 20(1), 50-59.
- 2002
  - Bilodeau, G.-A., & Bergevin, R. (2002). Part segmentation of objects in real images. Pattern Recognition, 35(12), 2913-2926.
Conference papers (107)
- 2025
  - 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.
- 2024
  - 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).
  - 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).
  - 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.
- 2023
  - 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.
  - 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.
  - 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), Montreal, Qc, Canada (12 pages).
  - 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.
  - 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).
  - 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.
  - 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.
  - 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.
- 2022
  - 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.
  - 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.
  - 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.
  - 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.
  - 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.
  - 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.
- 2021
  - 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.
  - 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).
  - 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.
  - 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).
  - 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.
  - 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).
  - 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.
  - 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.
  - 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).
  - 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).
- 2020
  - 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.
  - 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.
  - 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.
  - 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.
- 2019
  - 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.
  - 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.
  - 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.
  - 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.
- 2018
  - 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.
  - 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.
  - 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.
  - 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.
  - 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.
  - 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.
- 2017
  - 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.
  - 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.
  - 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.
  - 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.
  - 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..
  - 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).
- 2016
  - 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.
  - 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.
  - 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.
  - 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.
  - 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.
  - 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.
- 2015
  - 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.
  - 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.
  - 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).
  - 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.
  - 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.
  - 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.
  - 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.
  - 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.
- 2014
  - 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.
  - 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.
  - 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.
  - 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..
  - 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.
  - 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.
  - 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.
- 2013
  - 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.
  - 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.
  - 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.
  - 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.
- 2012
  - Bilodeau, G.-A. (2012, May). Contribution en surveillance vidéo [Paper]. Applied Vision and Robotics Workshop / Colloque Vision et Robotique appliquées (CVRA 2012), Montréal, Québec.
  - 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.
- 2011
  - 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.
  - 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.
  - 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.
  - 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.
  - 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.
  - 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.
  - 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.
- 2010
  - 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.
  - 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.
- 2009
  - 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.
  - 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.
  - 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.
  - 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.
  - 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.
  - 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.
- 2008
  - 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.
  - 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.
  - 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.
  - 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.
- 2007
  - 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).
  - 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).
- 2006
  - 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.
  - 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.
  - 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.
- 2005
  - 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.
- 2003
  - 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.
  - 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.
  - 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.
  - 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.
- 2001
  - 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.
- 2000
  - 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.
- 1999
  - 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.
Reports (7)
- 2021
  - Miah, M., Saunier, N., & Bilodeau, G.-A. (2021). MeNToS : Tracklets association with a space-time memory network. (Technical Report).
  - Khraimeche, Y., Bilodeau, G.-A., Steele, D., & Harshad, M. (2021). Unsupervised disentanglement GAN for domain adaptive person re-identification. (Technical Report).
- 2019
  - Perreault, H., Bilodeau, G.-A., Saunier, N., & Gravel, P. (2019). Road User Detection in Videos. (Technical Report).
- 2014
  - Chakravorty, T., Bilodeau, G.-A., & Granger, E. (2014). Automatic Image Registration in Infrared-Visible Videos using Polygon Vertices. (Technical Report).
- 2013
  - Bouachir, W., Torabi, A., Bilodeau, G.-A., & Blais, P. (2013). A bag of word approach for semantic segmentation of monitored scenes. (Technical Report).
- 2012
  - Jodoin, J.-P., Bilodeau, G.-A., & Saunier, N. (2012). Background subtraction based on local shape. (Technical Report).
  - Riahi, D., St-Onge, P.-L., & Bilodeau, G.-A. (2012). RECTGAUSS-Tex : block-based background subtraction. (Technical Report n° EPM-RT-2012-03).
Theses (2)
- 2004
  - Bilodeau, G.-A. (2004). Modélisation d'objets manufacturés multi-parties [Ph.D. Thesis, Université Laval].
- 1999
  - Bilodeau, G.-A. (1999). Segmentation en parties d'objets 3D provenant d'images 2D réelles et complexes [Master's Thesis, Université Laval].

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Bilodeau, Guillaume-Alexandre

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Bilodeau, Guillaume-Alexandre

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Guillaume-Alexandre Bilodeau (159)