2023

Journals

• Ye, X., Bilodeau, G.-A., Video Prediction by Efficient Transformers, Image and Vision Computing, Vol. 130, February, 2023 (arxiv)

Conferences

Technical reports

2022

Conferences

• Ye, X., Bilodeau, G.-A., VPTR: Efficient Transformers for Video Prediction, 26th International Conference on Pattern Recognition (ICPR), Montréal, Canada, August 21-25, 2022
• Nguyen, D.M.D., Bilodeau, G.-A., Bouachir, W., Miah, M., Transformer in 1D signals for Parkinson's disease detection from gait, 26th International Conference on Pattern Recognition (ICPR), Montréal, Canada, August 21-25, 2022
• Nguyen-Thé, M., Lamghari, S., Bilodeau, G.-A., Rockemann, J., Leveraging Sentiment Analysis Knowledge to Solve Emotion Detection Tasks, 26th International Conference on Pattern Recognition (ICPR) workshops, Montréal, Canada, August 21-25, 2022
• Hajlaoui, R., Bilodeau, G.-A., Rockemann, J., MTGR : Improving emotion and sentiment analysis with gated residual networks, 26th International Conference on Pattern Recognition (ICPR) workshops, 2022, Montréal, Canada, August 21-25, 2022
• Lamghari, S., Bilodeau, G.-A., Saunier, N., ActAR: Actor-Driven Pose Embeddings for Video Action Recognition, IEEE/CVF Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), 2022
• Nahon, R., Bilodeau, G.-A., Pesant G., Improving tracking with a tracklet associator, 19th Conference on Robots and Vision CRV, 2022 

Technical reports

• Lamghari, S., Bilodeau, G.-A., Saunier, N., ActAR: Actor-Driven Pose Embeddings for Video Action Recognition, arXiv: 2204.08671, 2022
• Duplessis-Guidon, P., Bilodeau, G.-A., 4D-MultispectralNet: Multispectral Stereoscopic Disparity Estimation using Human Masks, arXiv: 2204.09089, 2022 
• Nahon, R., Bilodeau, G.-A., Pesant G., Improving tracking with a tracklet associator, arXiv: 2204.10677, 2022 
• Ye, X., Bilodeau, G.-A., VPTR: Efficient Transformers for Video Prediction, arXiv: 2203.15836, 2022
• Nguyen, D.M.D., Bilodeau, G.-A., Bouachir, W., Miah, M., Transformer in 1D signals for Parkinson's disease detection from gait, arXiv: 2204.00423, 2022

2021

Journals

• Wolf, D.C.,Desgent, S., Sanon, N.T., Chen, J.-S., Elkaimd, 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., Sex differences in the developing brain impact stress-induced epileptogenicity following hyperthermia-induced seizures, Neurobiology of Disease, Vol. 161, 2021
• Perreault, H., Bilodeau, G.-A., Saunier, N., Héritier, M., FFAVOD: Feature Fusion Architecture for Video Object Detection, Pattern recognition letters, Vol 151, 2021, pp. 294-301 (arxiv)
• Li, Z., Bilodeau, G.-A., Bouachir, W., Multiple Convolutional Features in Siamese Networks for Object Tracking, Machine Vision and Applications, Vol. 32, Issue 3, 2021 (arxiv)

Conferences

• Faure, G., Perreault, H., Bilodeau G.-A., Saunier, N., PolyTrack: Tracking with Bounding Polygons, NeurIPS Machine Learning for Autonomous Driving Workshop, 2021
• Messoussi, O., Gohring de Magalhães, F., Lamarre, F., Perreault, F., Sogoba, I., Bilodeau, G.-A., Nicolescu G., Vehicle Detection and Tracking From Surveillance Cameras in Urban Scenes, International Symposium on Visual Computing (ISVC), Virtual, October 4-6, 2021 
• Perreault, H., Bilodeau, G.-A., Saunier, N., Héritier, M., CenterPoly: real-time instance segmentation using bounding polygons, ICCV Workshops 2021, Virtual, October 11-17, 2021
• Roy, P.R., Bilodeau, G.-A., Seoud, L., Predicting Next Local Appearance for Video Anomaly Detection, 17th International Conference on Machine Vision Applications (MVA 2021), Virtual, July 25–27, 2021
• Miah, M., Saunier, N., Bilodeau, G.-A., MeNToS : Tracklets Association with a Space-Time Memory Network, RVSU CVPR Workshop, Virtual, June 25th, 2021
• Roy, P.R., Bilodeau, G.-A., Seoud, L., Local Anomaly Detection in Videos using Object-Centric Adversarial Learning, 25th International Conference on Pattern Recognition Workshops (ICPR2020), Virtual,  10 - 15 January 2021, pp. 219-234
• Lamghari S., Bilodeau, G.-A., Saunier, N., A Grid-based Representation for Human Action Recognition, 25th International Conference on Pattern Recognition (ICPR2020), Milan, Italy,  10 - 15 January 2021, 10500-10507
• Li, Z., Bilodeau, G.-A., Bouachir, W., MFST: Multi-Features Siamese Tracker, 25th International Conference on Pattern Recognition (ICPR2020), Virtual,  10 - 15 January 2021. pp. 8416-8422
• Miah, M., Pepin, J., Saunier, N., Bilodeau, G.-A., An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes, 25th International Conference on Pattern Recognition (ICPR2020), Virtual,  10 - 15 January 2021, pp. 5595-5602
• Beaupré, D.-A., Bilodeau, G.-A., Domain Siamese CNNs for Sparse Multispectral Disparity Estimation, 25th International Conference on Pattern Recognition (ICPR2020), Virtual,  10 - 15 January 2021, pp. 3667-3674

Technical reports

• Nguyen-The, M., Bilodeau, G.-A., Rockemann, J., Leveraging Sentiment Analysis Knowledge to Solve Emotion Detection Tasks, arXiv: 2111.03714, 2021
• Perreault, H., Bilodeau, G.-A., Saunier, N., Héritier, M., CenterPoly: real-time instance segmentation using bounding polygons, arXiv: 2108.08923, 2021
• Miah, M., Saunier, N., Bilodeau, G.-A., MeNToS : Tracklets Association with a Space-Time Memory Network, arXiv: 2107,07067
• Roy, P.R., Bilodeau, G.-A., Seoud, L., Predicting Next Local Appearance for Video Anomaly Detection, arXiv: 2106.06059, 2021
• Li, Z., Bilodeau, G.-A., Bouachir, W., Multiple Convolutional Features in Siamese Networks for Object Tracking, arXiv:2103.01222, 2021
• Li, Z., Bilodeau, G.-A., Bouachir, W., MFST: Multi-Features Siamese Tracker, arXiv:2103.00810, 2021

2020

Journals

• Chakravorty, T., Bilodeau, G.-A., Granger, E., Robust Face Tracking using Multiple Appearance Models and Graph Relational Learning, Machine Vision and Applications, 2020 (arxiv)
• El Maachi, I., Bilodeau, G.-A., Bouachir, W., Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait, Expert Systems With Applications, Volume 143, 2020 (arxiv)[source code]

Conferences

• Ooi, H.-L, Bilodeau, G.-A., Saunier, N., Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study, 17th International Conference on Image Analysis and Recognition (ICIAR), Póvoa de Varzim, Portugal, 24-26 June, 2020, pp. 42-55 (pdf)
• Perreault, H.,  Héritier, M., Gravel, P.,  Bilodeau, G.-A., Saunier, N., RN-VID: A Feature Fusion Architecture for Video Object Detection,17th International Conference on Image Analysis and Recognition (ICIAR), Póvoa de Varzim, Portugal, 24-26 June, 2020, pp. 125-138 (pdf) (Best paper award)
• Simon, J., Bilodeau, G.-A., Steele, D., Mahadik, H., Color inference from semantic labeling for person search in video, 17th International Conference on Image Analysis and Recognition (ICIAR), Póvoa de Varzim, Portugal, 24-26 June, 2020, pp. 139-151 (pdf) (2nd best paper award)
• Perreault, H., Bilodeau, G.-A., Saunier, N., Héritier, M., SpotNet: Self-Attention Multi-Task Network for Object Detection, 17th Conference on Computer and Robot Vision (CRV), Ottawa, Ontario, Canada, May 13-15, 2020, pp. 230-239  [source code][youtube]

Technical reports

• Lamghari S., Bilodeau, G.-A., Saunier, N., A Grid-based Representation for Human Action Recognition, arXiv, arXiv:2010.08841, 2020
• Roy, P.R., Bilodeau, G.-A., Seoud, L., Local Anomaly Detection in Videos using Object-Centric Adversarial Learning, arXiv, arXiv:2011.06722, 2020
• Miah, M, Pepin, J., Saunier, N., Bilodeau, G.-A., An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes, arXiv, arXiv:2010.07881, 2020
• Beaupré, D.-A., Bilodeau, G.-A., Domain Siamese CNNs for Sparse Multispectral Disparity Estimation, arXiv, arXiv:2005.0088, 2020
• Khraimeche, Y. Bilodeau, G.-A., Steele, D., Mahadik, H., Unsupervised Disentanglement GAN for Domain Adaptive Person Re-Identification,  arXiv, arXiv:2007.15660, 2020
• Ooi, H.-L, Bilodeau, G.-A., Saunier, N., Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study, arXiv, arXiv:2003.13644, 2020
• Perreault, H.,  Héritier, M., Gravel, P.,  Bilodeau, G.-A., Saunier, N., RN-VID: A Feature Fusion Architecture for Video Object Detection, arXiv, 2003.10898, 2020
• Pineault, A., Bilodeau, G.-A., Pesant, G., Tracking Road Users using Constraint Programming, arXiv, 2003.04468, 2020
• Perreault, H., Bilodeau, G.-A., Saunier, N., SpotNet: Self-Attention Multi-Task Network for Object Detection, arXiv: 2002.05540, 2020 

2019

Journals

• St-Charles, P.-L., Bilodeau, G.-A., Bergevin, R., Online Mutual Foreground Segmentation for Multispectral Stereo Videos, International Journal of Computer Vision, Vol. 127, Issue 8, Pages 1044-1062, 2019 (arxiv)
• Ghadiri, F., Bergevin, R., Bilodeau, G.-A., From Superpixels to Human Shape Modelling for Carried Object Detection, Pattern Recognition, Volume 89, May 2019, Pages 134-150 (arxiv)
• Mokhayeri, F., Granger, E., Bilodeau, G.-A., Domain-Specific Face Synthesis for Video Face Recognition from a Single Sample Per Person, IEEE Transactions on Information Forensics & Security, Vol. 14, No. 3, pp. 757-772, 2019 (.pdf)

Conferences

• Pineault, A. Bilodeau, G.-A., Pesant, G., Tracking Pedestrians using Constraint Programming, 25th International Conference on Principles and Practice of Constraint Programming (CP),Doctoral program, 2019
• Ooi, H.-L., Bilodeau, G.-A., Saunier N., Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection, International Conference on Image Analysis and Recognition (ICIAR), Waterloo, Canada, August 27-29, 2019 (arxiv)
• Beaupré, D.-A., Bilodeau, G.-A., Siamese CNNs for RGB-LWIR Image Registration, IEEE/CVF Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), Long Beach, California, June 16-20, 2019
• Roy, P.R., Bilodeau, G.-A., Adversarially Learned Abnormal Trajectory Classifier, 16th Conference on Computer and Robot Vision (CRV), Kingston, Canada, May 29-31, Pages 65-72, 2019 (arxiv)

Technical reports

• Simon, J., Bilodeau, G.-A., Steele, D., Mahadik, H., Color inference from semantic labeling for person search in videos, Technical Report, arXiv:1911.13114, 2019
• El Maachi, I., Bilodeau, G.-A., Bouachir, W., Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait, Technical Report, arXiv:1910.11509, 2019
• Ooi, H.-L., Bilodeau, G.-A., Saunier N., Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection, Technical Report, arXiv:1905.06381, 2019
• Roy, P.R., Bilodeau, G.-A., Adversarially Learned Abnormal Trajectory Classifier, Technical Report, arXiv:1903.11040, 2019
• Perreault, H., Bilodeau, G.-A., Saunier, N., Gravel, P., Road User Detection in Videos, Technical Report, arXiv:1903.12049, 2019

2018

Journals

• Wong, M., Farooq, B., Bilodeau, G.-A., Discriminative conditional restricted Boltzmann machine for discrete choice and latent variable modelling, Journal of Choice Modelling, Volume 29, December 2018, Pages 152-168 (.pdf)
• Charkravorty, T., Bilodeau, G.-A., Granger, E., Tracking using Numerous Anchor points, Machine Vision and Applications, Vol. 29, No. 2, 2018, pp. 247-261
• Derue, F.-X., Bilodeau, G.-A., Bergevin, R., SPiKeS: Superpixel-Keypoints Structure for Robust Visual Tracking, Machine Vision and Applications, Vol. 29, No. 1, 2018, pp. 175-186 (.pdf) [C++ code]

Conferences

• Ooi, H.-L., Bilodeau, G.-A., Saunier, N., Beaupré, D.-A., Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector, International Symposium on Visual Computing (ISVC), Las Vegas, NV, USA, November 19-21, 2018, pp. 727-736 (arxiv)
• Roy, P.R., Bilodeau, G.-A., Road User Abnormal Trajectory Detection using a Deep Autoencoder, International Symposium on Visual Computing (ISVC), Las Vegas, NV, USA, November 19-21, 2018, pp. 748-757 (arxiv)
• Li, Z., Bilodeau, G.-A., Bouachir, W., Multi-Branch Siamese Networks with Online Selection for Object Tracking, International Symposium on Visual Computing (ISVC), Las Vegas, NV, USA, November 19-21, 2018, pp. 309-319 (arxiv)
• Tang, Y., Bilodeau G.-A., Evaluation of trackers for Pan-Tilt-Zoom Scenarios, International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), Montreal, Québec, Canada, May 14-17, 2018
• Beaupré D.-A., Bilodeau, G.-A., Saunier, N., Improving Multiple Object Tracking with Optical Flow and Edge Preprocessing, International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), Montreal, Québec, Canada, May 14-17, 2018 

Technical reports

• Ooi, H.-L., Bilodeau, G.-A., Saunier, N., Beaupré, D.-A., Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector, Technical Report, arXiv:1809.02073, 2018
• Roy, P.R., Bilodeau, G.-A., Road User Abnormal Trajectory Detection using a Deep Autoencoder, Technical Report, arXiv:1809.00957, 2018
• Li. Z., Bilodeau, G.-A., Bouachir, W., Multi-Branch Siamese Networks with Online Selection for Object Tracking, Technical Report, arXiv:1808.07349, 2018
• Mokhayeri, F., Granger, E., Bilodeau, G.-A., Domain-Specific Face Synthesis for Video Face Recognition from a Single Sample Per Person, Technical Report, arXiv:1801.01974, 2018
• Ghadiri, F., Bergevin R., Bilodeau, G.-A., From Superpixel to Human Shape Modelling for Carried Object Detection, Technical Report, arXiv:1801.03551, 2018
• Beaupré, D.-A., Bilodeau, G.-A., Saunier, N., Improving Multiple Object Tracking with Optical Flow and Edge Preprocessing, Technical Report, arXiv:1801.09646, 2018

2017

Journals

• Bashbaghi, S., Granger, E., Sabourin, R., Bilodeau, G.-A., Dynamic Ensembles of Exemplar-SVMs for Still-to-Video Face Recognition, Pattern Recognition, Vol. 69, 2017, pp. 61-81, (before downloading, click here to read copyright notice) (.pdf)
• Belisle, F., Saunier, N., Bilodeau, G.-A., Le Digabel, S., Optimized Video Tracking for Automated Vehicle Turning Movement Counts, Transportation Research Record (TRR), 2645, January 2017, pp. 104-112
• Bashbaghi, S., Granger, E., Sabourin, R., Bilodeau, G.-A., Robust Watch-List Screening Using Dynamic Ensembles of SVMs Based on Multiple Face Representations, Machine Vision and Applications, Vol. 28, No. 1, 2017, pp. 219-241 (before downloading, click here to read copyright notice) (.pdf)

Conferences

• St-Charles P.-L., Bilodeau, G.-A., Bergevin, R., Mutual Foreground Segmentation with Multispectral Stereo Pairs, International Conference on Computer Vision Workshops (ICCV Workshops), Venice, Italy, October 22th-29th, 2017 [C++ code]
• Ghadiri, F., Bergevin, R., Bilodeau, G.-A., Spatio-Temporal Feedback to Detect and Segment Carried Objects, 28th British Machine Vision Conference (BMVC), London, UK, September 4th-7th, 2017 (.pdf) [Presentation video][C++ code]
• Yang, Y., Bilodeau, G.-A., Multiple Object Tracking with Kernelized Correlation Filters in Urban Mixed Traffic, 14th Conference on Computer and Robot Vision (CRV), Edmonton, Alberta, Canada, May 16-19, 2017, pp. 209-216 [C++ code]
• Wong, M., Farooq, B., Bilodeau, G.-A., Latent Class model using discriminative restricted Boltzmann Machine, International Choice Modelling Conference (ICMC 2017), Cap Town, South Africa, 3-5 April, 2017
• Bashbaghi, S., Granger, E., Sabourin, R., Bilodeau, G.-A., Dynamic Selection of Exemplar-SVMs for Watch-List Screening Through Domain Adaptation, International Conference on Pattern Recognition Applications and Methods (ICPRAM), Porto, Portugal, 24-26 February, 2017 (.pdf)
• Belisle, F., Saunier, N., Bilodeau, G.-A., Le Digabel, S., Optimized Video Tracking for Automated Vehicle Turning Movement Counts, in Transportation Research Board Annual Meeting Compendium of Papers, 17-01639, Washington, D.C., 2017

Technical reports

• Chakravorty, T., Bilodeau, G.-A., Granger, E., Tracking using Numerous Anchor points, Technical Report, arXiv: 1702.02012, 2017
• Tang, Y., Bilodeau, G.-A., Evaluation of trackers for Pan-Tilt-Zoom Scenarios, Technical Report, arXiv: 1711.04260, 2017

2016

Journals

• Riahi, D., Bilodeau, G.-A., Online multi-object tracking by detection based on generative appearance models, Computer Vision and Image Understanding, Volume 152, November 2016, Pages 88-102 (before downloading, click here to read copyright notice) (.pdf)
• St-Charles, P.-L., Bilodeau, G.-A., Bergevin, R., Universal Background Subtraction Using Word Consensus Models, IEEE Transactions on Image Processing, Vol. 25, Issue 10, 2016, pp. 4768 - 4781 (before downloading, click here to read copyright notice) (.pdf) [C++ code]
• Jodoin, J.-P., Bilodeau, G.-A., Saunier, N., Tracking All Road Users at Multimodal Urban Traffic Intersections, IEEE Transactions on Intelligent Transportation Systems, Vol. 17, Issue: 11, 2016, pp. 3241-3251 (before downloading, click here to read copyright notice) (.pdf) [C++ code]
• Farah, R., Langlois, J.M.P., Bilodeau, G.-A., Computing a Rodent's Diary, Signal Image and Video Processing, Volume 10, Issue 3, March 2016, pp. 567-574 (before downloading, click here to read copyright notice) (.pdf)

Conferences

• Ghadiri, F., Bergevin, R., Bilodeau, G.-A., Carried Object Detection based on an Ensemble of Contour Exemplars, 14th European Conference on Computer Vision (ECCV 2016), Amsterdam, the Netherlands, October 8-14, 2016, Part VII, pp. 852-866 (.pdf)(poster)
• Bouachir, W., Torabi, A., Bilodeau, G.-A., Blais, P., A Bag of Words Approach for Semantic Segmentation of Monitored Scenes, International Symposium on signal, Image, Video and Communications, Tunis, Tunisia, November 21-23, 2016
• Lessard, A., Belisle, F., Bilodeau, G.-A., Saunier, N., The CountingApp, or How to Count Vehicles in 500 Hours of Video, IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), Las Vegas, NV, USA, June 26 - July 1, 2016 [C++ code]
• St-Charles, P.-L., Bilodeau, G.-A., Bergevin, R., Fast Image Gradients Using Binary Feature Convolutions, IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), Las Vegas, NV, USA, June 26 - July 1, 2016 [C++ code]
• Nguyen, D.-L., St-Charles, P.-L., Bilodeau, G.-A., Non-planar Infrared-Visible Registration for Uncalibrated Stereo Pairs, IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), Las Vegas, NV, USA, June 26 - July 1, 2016 [Supplementary material] [C++ code]
• Wong, M., Farooq, B., Bilodeau, G.-A., Next Direction Route Choice Model for Cyclist using Panel Data, 51th Annual Conference of Canadian Transportation Research Forum, Toronto, May, 2016

Technical reports

• Derue, F.-X., Bilodeau, G.-A., Bergevin, R., SPiKeS: Superpixel-Keypoints Structure for Robust Visual Tracking, Technical Report, arXiv: 1610.07238, 2016
• Yang, Y., Bilodeau, G.-A., Multiple Object Tracking with Kernelized Correlation Filters in Urban Mixed Traffic, Technical Report, arXiv: 1611.02364, 2016

2015

Journals

• Bouachir, W., Bilodeau, G.-A., Exploiting structural constraints for visual object tracking, Image and Vision Computing, Vol. 43, November 2015, pp. 39-49 (before downloading, click here to read copyright notice) (.pdf)
• Bouachir, W., Bilodeau, G.-A., Collaborative part-based tracking using salient local predictors, Computer Vision and Image Understanding, Vol. 137, August 2015, pp. 88-101 (before downloading, click here to read copyright notice) (.pdf)
• Bilodeau, G.-A., Desgent, S., Farah, R., Duss, S., Langlois, J.M.P., Carmant, L., Body Temperature Measurement of an Animal by Tracking in Biomedical Experiments, Signal Image and Video Processing, Vol. 9, Issue 2, 2015, pp. 251-259 (before downloading, click here to read copyright notice) (.pdf)
• St-Charles, P.-L., Bilodeau, G.-A., Bergevin, R., SuBSENSE : A Universal Change Detection Method with Local Adaptive Sensitivity, IEEE Transactions on Image Processing, Vol. 24, Issue 1, 2015, pp. 359-373 (before downloading, click here to read copyright notice) (.pdf) [C++ code]

Conferences

• Bashbaghi, S., Granger, E., Sabourin, R., Bilodeau, G.-A., Ensembles of Exemplar-SVMs for Video Face Recognition from a Single Sample Per Person, 12th IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS), Karlsruhe, Germany, August 25-28, 2015, pp. 1-6
• Riahi, D., Bilodeau, G.-A., Multiple Object Tracking Based on Sparse Generative Appearance Modeling, IEEE International Conference on Image Processing (ICIP 2015), Quebec, QC, Canada, September 27-30, 2015, pp. 4017-4021 (before downloading, click here to read copyright notice) (.pdf)
• Chen, G., St-Charles, P.-L., Bouachir, W., Bilodeau, G.-A., Bergevin, R., Reproducible Evaluation of Pan-Tilt-Zoom Tracking, IEEE International Conference on Image Processing (ICIP 2015), Quebec, QC, Canada, September 27-30, 2015, pp. 2055-2059 (before downloading, click here to read copyright notice) (.pdf)[Evaluation framework]
• Chakravorty, T., Bilodeau, G.-A., Granger, E., Contextual Object Tracker with Structure Encoding, IEEE International Conference on Image Processing (ICIP 2015), Quebec, QC, Canada, September 27-30, 2015, pp. 4937-4941 (before downloading, click here to read copyright notice) (.pdf) [C++ code]
• Mokhayeri, F., Granger, E., Bilodeau, G.-A., Synthetic Face Generation under Various Operatinnal Conditions in Video Surveillance, IEEE International Conference on Image Processing (ICIP 2015), Quebec, QC, Canada, September 27-30, 2015, pp. 4052-4056 (before downloading, click here to read copyright notice) (.pdf)
• St-Charles, P.-L., Bilodeau, G.-A., Bergevin, R., Online Multimodal Video Registration Based on Shape Matching, IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), Boston, MA, USA, June 7-12, 2015, pp. 26-34 [C++ code]
• Bouachir, W., Bilodeau, G.-A., Part-Based Tracking via Salient Collaborating Features, IEEE Winter conference on Applications of Computer Vision (WACV 2015), Big Island, Hawaii, USA, January 6-8, 2015, pp. 78-85 (before downloading, click here to read copyright notice) (.pdf)
• *St-Charles, P.-L., Bilodeau, G.-A.,Bergevin, R., A Self-Adjusting Approach to Change Detection Based on Background Word Consensus, IEEE Winter conference on Applications of Computer Vision (WACV 2015), Big Island, Hawaii, USA, January 6-8, 2015, pp. 990-997 (before downloading, click here to read copyright notice)(.pdf) [C++ code] (*Best paper award for session 6: Segmentation and Recognition)

Technical reports

• Chen, G., St-Charles, P.-L., Bouachir, W., Joeisseint, T., Bilodeau, G.-A., Bergevin, R., Reproducible Evaluation of Pan-Tilt-Zoom Tracking, Technical Report, arXiv: 1505.04502, 2015

2014

Journals

• Farah, R., Gan, Q., Langlois, J.M.P., Bilodeau, G.A., Savaria, Y., A Computationally Efficient Importance Sampling Tracking Algorithm, Machine Vision and Applications, Vol. 25, Number 7, 2014, pp. 1761-1777
• Bilodeau, G.-A., Torabi, A., St-Charles, P.-L., Riahi, D., Thermal-Visible Registration of Human Silhouettes: a Similarity Measure Performance Evaluation, Infrared Physics & Technology, Vol. 64, May 2014, pp. 79-86 (before downloading, click here to read copyright notice) (.pdf) [dataset][C++ code]

Conferences

• Bashbaghi, S., Granger, E., Sabourin, R., Bilodeau, G.-A. Watch-List Screening Using Ensembles Based on Multiple Face Representations, 22nd International Conference on Pattern Recognition (ICPR 2014), Stockholm, Sweden, August 24-28, 2014, pp. 4489-4494 (pdf)
• St-Charles, P.-L., Bilodeau, G.-A., Bergevin, R., Flexible Background Subtraction with Self-Balanced Local Sensitivity, in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), Columbus, OH, USA, June 23-28, 2014, pp. 414-419 [C++ code]
• Riahi, D., Bilodeau, G.-A., Multiple Feature Fusion in the Dempster-Shafer Framework for Multi-Object Tracking, in Eleventh Conference on Computer and Robot Vision (CRV), Montreal, QC, Canada, May 6-9, 2014, pp. 313-320 (before downloading, click here to read copyright notice) (.pdf)
• Jodoin, J.-P., Bilodeau, G.-A., Saunier, N., Urban Tracker: Multiple Object Tracking in Urban Mixed Traffic, in IEEE Winter conference on Applications of Computer Vision (WACV14), Steamboat Springs, Colorado, USA, March 24-26, 2014, pp. 885-892 (before downloading, click here to read copyright notice) (.pdf) [C++ code]
• Bouachir, W., Bilodeau, G.-A., Structure-Aware Keypoint Tracking for Partial Occlusion Handling, in IEEE Winter conference on Applications of Computer Vision (WACV14), Steamboat Springs, Colorado, USA, March 24-26, 2014, pp. 877-884(before downloading, click here to read copyright notice) (.pdf) [dataset]
• St-Charles, P.-L., Bilodeau, G.-A., Improving Background Subtraction using Local Binary Similarity Patterns, in IEEE Winter conference on Applications of Computer Vision (WACV14), Steamboat Springs, Colorado, USA, March 24-26, 2014, pp 509-515 (before downloading, click here to read copyright notice) (.pdf) [C++ code]
• Saunier, N., Ardo, .H, Jodoin, J.-P., Laureshyn, A., Nilsson, M., Svensson, A., Miranda-Moreno, L., Bilodeau, G.-A., Astrom, K., A Public Video Dataset for Road Transportation Applications, in Transportation Research Board Annual Meeting Compendium of Papers, 2014. 14-2379

Technical reports

• Chakravorty, T., Bilodeau, G.-A., Granger, E., Automatic Image Registration in Infrared-Visible Videos using Polygon Vertices, Technical Report, arXiv: 1403.4232, 2014

2013

Journals

• Torabi, A., Bilodeau, G.-A., A LSS-based registration of stereo thermal-visible videos of multiple people using belief propagation, Computer Vision and Image Understanding, Vol. 117, Issue 12, December 2013, pp. 1736-1747 (before downloading, click here to read copyright notice) (.pdf)
• Torabi, A., Bilodeau, G.-A., Local self-similarity based registration of human ROIs in pairs of stereo thermal-visible videos, Pattern Recognition, Vol. 46, No. 2, 2013, pp. 578-589 (before downloading, click here to read copyright notice) (.pdf)
• Farah, R., Langlois, J.M.P., Bilodeau, G.-A., Catching a rat by its edglets, IEEE Transactions on Image Processing, Vol. 22, No. 2, 2013, pp. 668-678 (before downloading, click here to read copyright notice) (.pdf)
• Desgent, S, Sanon, NT, Duss, S, Bilodeau, G-A, Salam, MT, Awad, P, Di Cristo, G, Carmant, L, Gender differences in febrile seizure outcome and sexual dimorphism to early-life stress, Epilepsia, Vol. 54, Issue supplement s3, June 2013, pp. 250-250

Conferences

• Sonn, S., Bilodeau, G.-A., Galinier, P., Fast and Accurate Registration of Visible and Infrared Videos, in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), Portland, Oregon, USA, June 23-28, 2013, pp. 308-313 (.pdf)
• Bouachir, W., Bilodeau, G.-A., Visual Face Tracking: a Coarse-to-Fine Target State Estimation, in Tenth Conference on Computer and Robot Vision (CRV 2013), Regina, Saskatchewan, Canada, May 28-31, 2013, pp. 45-51 (before downloading, click here to read copyright notice) (.pdf)
• Bilodeau, G.-A., Jodoin, J.-P., Saunier, N., Change Detection in Feature Space using Local Binary Similarity Patterns, in Tenth Conference on Computer and Robot Vision (CRV 2013),Regina, Saskatchewan, Canada, May 28-31, 2013, pp. 106-112 (before downloading, click here to read copyright notice) (.pdf)
• Whiten, C., Laganiere, R., Bilodeau, G.-A., Efficient Action Recognition with MoFREAK, in Tenth Conference on Computer and Robot Vision (CRV 2013), Regina, Saskatchewan, Canada, May 28-31, 2013, pp. 319-325 (before downloading, click here to read copyright notice) (.pdf) [C++ code]

Technical reports

• Bouachir, W., Torabi, A., Bilodeau, G.-A., Blais, P., A Bag of Words Approach for Semantic Segmentation of Monitored Scenes, Technical Report, arXiv: 1305.3189, 2013

2012

Journals

• Bilodeau, G.-A., Torabi, A., Levesque, M., Ouellet, C., Langlois, J.M.P., Lema, P., Carmant, L., Body temperature estimation of a moving subject from thermographic images, Machine Vision and Applications, Vol. 23, Number 2, 2012, pp. 299-311 (before downloading, click here to read copyright notice) (.pdf)
• Torabi, A., Massé, G., Bilodeau, G.-A, An iterative integrated framework for thermal-visible image registration, sensor fusion, and people tracking for video surveillance applications, Computer Vision and Image Understanding, Vol. 116, Issue 2, 2012, pp. 210-221 (before downloading, click here to read copyright notice) (.pdf) [dataset]

Conferences

• Whiten, C., Laganiere, R., Fazl-Ersi, E., Shi, F., Bilodeau, G.-A., Gorodnichy, D.O., Bergeron, J.-P., Choy, E., Bissessar, D., VIVA-uOttawa / CBSA at TRECVID 2012: Interactive Surveillance Event Detection, in TREC Video Retrieval Evaluation workshop, Gaithersburg, MD USA, November 2012 (Slides)
• Bilodeau, G.-A., Contributions en surveillance video, Proceedings of the 2012 Applied Vision and Robotics Workshop (CVRA 2012), May 8-9, 2012, pp. 44-49

Technical reports

• Jodoin, J.-P., Bilodeau, G.-A., Saunier, N., Background subtraction based on local shape, Technical Report, arXiv:1204.6326v1, 2012
• Riahi, D., St-Onge, P.-.L., Bilodeau, G.-A., RECTGAUSS-Tex: Block-based Background Subtraction, Technical Report, EPM-RT-2012-03, Ecole Polytechnique de Montreal, 2012

2011

Journals

• Darvish Zadeh Varcheie, P., Bilodeau, G.-A, People Tracking Using a Network-based PTZ Camera, Machine Vision and Applications, Volume 22, Number 4, 2011 pp. 671-690 (before downloading, click here to read copyright notice) (.pdf)
• Bilodeau, G.-A., Ammouri, S., Monitoring of medication intake using a camera system, Journal of Medical Systems, Vol. 35, Issue 3, 2011, pp. 377-389 (before downloading, click here to read copyright notice) (.pdf)
• Darvish Zadeh Varcheie, P., Bilodeau, G.-A, Adaptive Fuzzy Particle Filter Tracker for a PTZ Camera in an IP Surveillance System, IEEE Transactions on Instrumentation and Measurement, Vol. 60, Number 2, 2011, pp. 354-371 (before downloading, click here to read copyright notice) (.pdf)
• Bilodeau, G.-A., Torabi, A., Morin, F., Visible and infrared image registration using trajectories and composite foreground images, Image and Vision Computing, Vol. 29, Issue 1, 2011, pp. 41-50 (before downloading, click here to read copyright notice) (.pdf)

Conferences

• Farah, R., Gan, Q., Langlois, J.M.P., Bilodeau, G.-A., Savaria, Y., A Tracking Algorithm Suitable for Embedded Systems Implementation, in IEEE International Conference on Electronics, Circuits and Systems (ICECS 2011), Beirut, Lebanon, December 11-14, 2011, pp. 256-259
• Torabi, A., Najafianrazavi, M., Bilodeau, G.-A., A comparative evaluation of multimodal dense stereo correspondence measures, in IEEE International Symposium on Robotic and Sensors Environments (ROSE 2011), Montreal, Canada, September 17-18, 2011, pp. 143-148 (before downloading, click here to read copyright notice)(.pdf)
• Farah, R., Langlois, J.M.P., Bilodeau, G.-A., RAT: Robust Animal Tracking, in IEEE International Symposium on Robotic and Sensors Environments (ROSE 2011), Montreal, Canada, September 17-18, 2011, pp. 65-70 (before downloading, click here to read copyright notice) (.pdf)
• Torabi, A., Bilodeau, G.-A., Local self-similarity as a dense stereo correspondence measure for thermal-visible video registration, in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), Colorado Springs, USA, June 20-25, 2011, pp. 61-67 (before downloading, click here to read copyright notice) (.pdf)
• Bilodeau, G.-A., Ghali, R., Desgent, S., Langlois, P., Farah, R., St-Onge, P.-L., Duss, S., Carmant, L., Where is the rat? Tracking in low contrast thermographic images, in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), Colorado Springs, USA, June 20-25, 2011, pp. 55-60 (before downloading, click here to read copyright notice) (.pdf)
• Bilodeau, G.-A., St-Onge, P.-L., Garnier, R., Silhouette-based features for visible-infrared registration, in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), Colorado Springs, USA, June 20-25, 2011, pp. 68-73 (before downloading, click here to read copyright notice)(.pdf)
• Gil, D.C., Farah, R., Langlois, J.M.P., Bilodeau, G.-A., Savaria, Y., Image Contrast Enhancement for Surveillance Applications, in IEEE International Symposium on Circuits and Systems, Rio de Janeiro, Brazil, May 15-18, 2011, pp. 849-852

2010

Journals

• Darvish Zadeh Varcheie, P., Sills-Lavoie,M., Bilodeau, G.-A, A Multiscale Region-Based Motion Detection and Background Subtraction Algorithm, Sensors, 10 (2), 2010, pp. 1041-106es

Conferences

• Torabi, A. Ouellet, C., Bilodeau, G.-A., Small Animal Head Tracking and Pose Estimation in Infrared Videos, inInternational Conference on Image Processing, Computer Vision, & Pattern Recognition (IPCV'10), Las Vegas, NV, USA, July 12-15, 2010, pp. 837-840
• Torabi, A., Massé, G., Bilodeau, G.-A., Feedback scheme for thermal-visible video registration, sensor fusion, and people tracking, in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), San Francisco, CA, USA, June 13-18, 2010, pp. 15-22 (before downloading, click here to read copyright notice) (.pdf)

2009

Journals

• Levesque, M., Langlois, J.M.P., Lema, P., Courtemanche,R., Bilodeau, G.-A., Carmant, L., Synchronized Gamma Oscillations (30-50Hz) in the Amygdalo-Hippocampal Network in Relation with Seizure Propagation and Severity, Neurobiology of Disease, Vol. 35, No. 2, August 2009, pp. 209-218

Conferences

• Darvish Zadeh Varcheie, P., Bilodeau, G.-A., Online Body Tracking by a PTZ Camera in IP Surveillance System, in The first IEEE International Conference on Signal and Image Processing Applications (ICSIPA09), Kuala Lumpur, Malaysia, November 18-19, 2009, pp. 27-32 (before downloading, click here to read copyright notice) (.pdf)
• Darvish Zadeh Varcheie, P., Bilodeau, G.-A., Active People Tracking by a PTZ Camera in IP Surveillance System, in IEEE International Workshop on Robotic and Sensors Environments (ROSE 2009), Lecca, Italy, November 6-7, 2009, pp. 98-103 (before downloading, click here to read copyright notice) (.pdf)
• Darvish Zadeh Varcheie, P., Bilodeau, G.-A., Fuzzy Feature-Based Upper Body Tracking with IP PTZ Camera Control, in 14th Iberoamerican Congress on Pattern Recognition (CIARP 2009), Guadalarja, Mexico, November 15-18, 2009, pp. 809-816
• Darvish Zadeh Varcheie, P., Bilodeau, G.-A., Human Tracking by IP PTZ Camera Control in the Context of Video Surveillance, Lecture Notes in Computer Science: Image Analysis and Recognition, Vol. 5627, 2009, 6th International Conference on Image Analysis and Recognition (ICIAR 2009), Halifax, Nova Scotia, 6-8 July 2009, pp. 657-667
• Torabi, A., Bilodeau, G.-A., A multiple hypothesis tracking method with fragmentation handling, Sixth Canadian Conference on Computer and Robot Vision (CRV 2009), Kelowna, British Columbia, 25-27 May 2009, pp. 8-15 (before downloading, click here to read copyright notice) (.pdf)
• Bilodeau, G.-A., Lévesque, M., Langlois, J.M.P., Lema, P., Carmant, L., Thermographic body temperature measurement using a Mean-Shift tracker, in The International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2009), Porto, Portugal, January 14-17, 2009, pp. 18-24 

2008

Conferences

• Torabi, A., Bilodeau, G.-A., Levesque, M., Langlois, J.M.P., Lema, P., Carmant, L., Measuring an Animal Body Temperature in Thermographic Video Using Particle Filter Tracking, Lecture Notes in Computer Science: Advances in Visual Computing, Vol. 5358, 2008, Proceedings of 4th International Symposium on Visual Computing (ISVC 2008), Las Vegas, Nevada, USA, December 1-3, 2008, pp. 1081-1091 (before downloading, click here to read copyright notice) (.pdf)
• * Darvish Zadeh Varcheie, P., Sills-Lavoie,M., Bilodeau, G.-A., Efficient Region-Based Background Subtraction Technique, in Fifth Canadian Conference on Computer and Robot Vision (CRV 2008), Windsor, Ontario, Canada, May 28-30, 2008, pp. 71-78 (before downloading, click here to read copyright notice) (.pdf) 
  (*Best vision paper award) 
• Ammouri, S., Bilodeau, G.-A., Face and hands detection and tracking applied to the monitoring of medication intake, in Fifth Canadian Conference on Computer and Robot Vision (CRV 2008), Windsor, Ontario, Canada, May 28-30, 2008, pp. 147-154
• Morin, F., Torabi, A., Bilodeau, G.-A., Automatic Registration of Color and Infrared Videos Using Trajectories Obtained From a Multiple Object Tracking Algorithm, in Fifth Canadian Conference on Computer and Robot Vision (CRV 2008), Windsor, Ontario, Canada, May 28-30, 2008, pp. 311-318 (before downloading, click here to read copyright notice) (.pdf)

2007

Journals

• Bilodeau, G.-A., Bergevin, R., Qualitative part-based models in content-based image retrieval, Machine Vision and Applications, Volume 18, Number 5, 2007, pp. 275-287 (before downloading, click here to read copyright notice)(.pdf)

Conferences

• St-Onge, P.-L., Bilodeau, G.-A., Visible and Infrared Sensors Fusion by Matching Feature Points of Foreground Blobs, Lecture Notes in Computer Science: Advances in Visual Computing, Vol. 4842, 2007, 3rd International Symposium on Visual Computing (ISVC 2007), Lake Tahoe, Nevada/California, USA, November 26-28, 2007, pp. 1-10 (before downloading, click here to read copyright notice) (.pdf)
• Morin, F., Bilodeau, G.-A., Fusion of Multispectral Video Sequences Based on the  Trajectories of Moving Objects, in IEEE International Workshop on RObotic and Sensors Environments (ROSE 2007), Ottawa, ON, Canada, October 12-13, 2007, pp. 1-5

2006

Journals

• Bilodeau, G.-A., Shu, Y., Cheriet, F., Multistage graph-based segmentation of thoracoscopic images, Computerized Medical Imaging and Graphics, Volume 30, Issue 8, December 2006, pp. 437-446 (before downloading, click here to read copyright notice) (.pdf)

Conferences

• Bourezak, R., Bilodeau, G.-A., Iterative Division and Correlograms for Detection and Tracking of Moving Objects, Lecture Notes in Computer Science: Advances in Machine Vision, Image Processing, and Pattern Analysis, Vol. 4153, 2006, The International Workshop on Intelligent Computing  in Pattern Analysis/Synthesis, Xi'an, China, August 26-27, 2006, pp.45-56 (before downloading, click here to read copyright notice) (.pdf)
• Bourezak, R.,Bilodeau, G.-A., Detection and object tracking using iterative division and correlograms, in First International Workshop on Video Processing for Security (VP4S-06) in Proceedings of Third Canadian Conference on Computer and Robot Vision (CRV'06), Québec, Canada, June 7-9, 2006, pp. 38-46

2005

Journals

• Bilodeau, G.-A., Bergevin, R., Matching graphs with fuzzy attributes in machine vision, International journal on robotics and automation, Vol. 20, No. 1, 2005, pp. 50-59 (.pdf)

Conferences

• Shu,Y., Bilodeau,G.-A., Cheriet, F., Segmentation of Laparoscopic Images: Integrating Graph-Based Segmentation and Multistage Region Merging, Proc. of Second Canadian Conference on Computer and Robot Vision (CRV 2005), Victoria, BC, 2005, pp. 429-436 (before downloading, click here to read copyright notice) (.pdf)

Prior to 2005

Journals

• * Bilodeau, G.-A., Bergevin, R., Part segmentation of objects in real images, Pattern Recognition, vol. 35, December 2002, pp. 2913-2926 (before downloading, click here to read copyright notice) (.pdf) 
  (*Honorable mention for the Twenty-ninth annual Pattern Recognition Society award) 

Conferences

• Bilodeau, G.-A., Bergevin, R., Structural Indexing Extended to Fuzzy Graphs of 2D Parts, in International Conference on Image and Signal Processing (ICISP 2003), Agadir, Morocco, 2003, pp. 61-68
• Bilodeau, G.-A., Bergevin, R., Evaluation of Object Recognition Algorithms with the Image Retrieval Software PLASTIQUE, in International Conference on Image and Signal Processing (ICISP 2003), Agadir, Morocco, 2003, pp. 714-721
• Bilodeau, G.-A., Bergevin, R., PLASTIQUE,Image retrieval based on cognitive theories, in 16th International Conference on Vision Interface (VI 2003), Halifax, NS, Canada, 2003, pp. 292-298
• Bilodeau, G.-A., Bergevin, R., Constructing and matching fuzzy graphs of volumetric primitives hypotheses, in 16th International Conference on Vision Interface (VI 2003), Halifax, NS, Canada, 2003, pp. 278-285
• Bilodeau, G.-A., Bergevin, R., Modeling of 2D parts applied to database query, in 14th International Conference on Vision Interface (VI'2001), Ottawa, ON, Canada, 2001, pp. 228-235
• Bilodeau, G.-A., Bergevin, R., Generic Modeling of 3D objects in single 2D images, in 15th International Conference on Pattern Recognition (ICPR 2000), Barcelona, Spain, 2000, pp. 770-773
• Bilodeau, G.-A., Bergevin, R., Outline-Based Part Segmentation Using Intermediate-Level Symmetries, in 12th International Conference on Vision Interface (VI'99), Trois-Rivières, QC, Canada, 1999, pp.66-73