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Guillaume-Alexandre Bilodeau

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affiliation: Image and Video Processing Laboratory (LITIV), Montreal, Canada

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2025
[j37]
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Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Learning data association for multi-object tracking using only coordinates. Pattern Recognit. 160: 111169 (2025)
2024
[j36]
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Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau:
1D-convolutional transformer for Parkinson disease diagnosis from gait. Neural Comput. Appl. 36(4): 1947-1957 (2024)
2023
[j35]
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Xi Ye, Guillaume-Alexandre Bilodeau:
Video prediction by efficient transformers. Image Vis. Comput. 130: 104612 (2023)
2021
[j34]
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Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
Multiple convolutional features in Siamese networks for object tracking. Mach. Vis. Appl. 32(3): 59 (2021)
[j33]
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Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier:
FFAVOD: Feature fusion architecture for video object detection. Pattern Recognit. Lett. 151: 294-301 (2021)
2020
[j32]
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Imanne El Maachi, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait. Expert Syst. Appl. 143 (2020)
[j31]
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Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Éric Granger:
Robust face tracking using multiple appearance models and graph relational learning. Mach. Vis. Appl. 31(4): 23 (2020)
2019
[j30]
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Online Mutual Foreground Segmentation for Multispectral Stereo Videos. Int. J. Comput. Vis. 127(8): 1044-1062 (2019)
[j29]
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Farnoosh Ghadiri, Robert Bergevin, Guillaume-Alexandre Bilodeau:
From superpixel to human shape modelling for carried object detection. Pattern Recognit. 89: 134-150 (2019)
[j28]
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Fania Mokhayeri, Eric Granger, Guillaume-Alexandre Bilodeau:
Domain-Specific Face Synthesis for Video Face Recognition From a Single Sample Per Person. IEEE Trans. Inf. Forensics Secur. 14(3): 757-772 (2019)
2018
[j27]
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François-Xavier Derue, Guillaume-Alexandre Bilodeau, Robert Bergevin:
SPiKeS: Superpixel-Keypoints structure for robust visual tracking. Mach. Vis. Appl. 29(1): 175-186 (2018)
[j26]
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Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Eric Granger:
Tracking using Numerous Anchor Points. Mach. Vis. Appl. 29(2): 247-261 (2018)
2017
[j25]
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Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau:
Robust watch-list screening using dynamic ensembles of SVMs based on multiple face representations. Mach. Vis. Appl. 28(1-2): 219-241 (2017)
[j24]
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Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau:
Dynamic ensembles of exemplar-SVMs for still-to-video face recognition. Pattern Recognit. 69: 61-81 (2017)
2016
[j23]
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Dorra Riahi, Guillaume-Alexandre Bilodeau:
Online multi-object tracking by detection based on generative appearance models. Comput. Vis. Image Underst. 152: 88-102 (2016)
[j22]
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Rana Farah, J. M. Pierre Langlois, Guillaume-Alexandre Bilodeau:
Computing a rodent's diary. Signal Image Video Process. 10(3): 567-574 (2016)
[j21]
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Universal Background Subtraction Using Word Consensus Models. IEEE Trans. Image Process. 25(10): 4768-4781 (2016)
[j20]
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Jean-Philippe Jodoin, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Tracking All Road Users at Multimodal Urban Traffic Intersections. IEEE Trans. Intell. Transp. Syst. 17(11): 3241-3251 (2016)
2015
[j19]
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Wassim Bouachir, Guillaume-Alexandre Bilodeau:
Collaborative part-based tracking using salient local predictors. Comput. Vis. Image Underst. 137: 88-101 (2015)
[j18]
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Wassim Bouachir, Guillaume-Alexandre Bilodeau:
Exploiting structural constraints for visual object tracking. Image Vis. Comput. 43: 39-49 (2015)
[j17]
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Guillaume-Alexandre Bilodeau, Sébastien Desgent, Rana Farah, Sandra Duss, J. M. Pierre Langlois, Lionel Carmant:
Body temperature measurement of an animal by tracking in biomedical experiments. Signal Image Video Process. 9(2): 251-259 (2015)
[j16]
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin:
SuBSENSE: A Universal Change Detection Method With Local Adaptive Sensitivity. IEEE Trans. Image Process. 24(1): 359-373 (2015)
2014
[j15]
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Rana Farah, Qifeng Gan, J. M. Pierre Langlois, Guillaume-Alexandre Bilodeau, Yvon Savaria:
A computationally efficient importance sampling tracking algorithm. Mach. Vis. Appl. 25(7): 1761-1777 (2014)
2013
[j14]
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  - journals/cviu/TorabiB13
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Atousa Torabi, Guillaume-Alexandre Bilodeau:
A LSS-based registration of stereo thermal-visible videos of multiple people using belief propagation. Comput. Vis. Image Underst. 117(12): 1736-1747 (2013)
[j13]
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Atousa Torabi, Guillaume-Alexandre Bilodeau:
Local self-similarity-based registration of human ROIs in pairs of stereo thermal-visible videos. Pattern Recognit. 46(2): 578-589 (2013)
[j12]
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Rana Farah, J. M. Pierre Langlois, Guillaume-Alexandre Bilodeau:
Catching a Rat by Its Edglets. IEEE Trans. Image Process. 22(2): 668-678 (2013)
2012
[j11]
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Atousa Torabi, Guillaume Massé, Guillaume-Alexandre Bilodeau:
An iterative integrated framework for thermal-visible image registration, sensor fusion, and people tracking for video surveillance applications. Comput. Vis. Image Underst. 116(2): 210-221 (2012)
[j10]
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Guillaume-Alexandre Bilodeau, Atousa Torabi, Maxime Levesque, Charles Ouellet, J. M. Pierre Langlois, Pablo Lema, Lionel Carmant:
Body temperature estimation of a moving subject from thermographic images. Mach. Vis. Appl. 23(2): 299-311 (2012)
2011
[j9]
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Guillaume-Alexandre Bilodeau, Atousa Torabi, François Morin:
Visible and infrared image registration using trajectories and composite foreground images. Image Vis. Comput. 29(1): 41-50 (2011)
[j8]
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Guillaume-Alexandre Bilodeau, Soufiane Ammouri:
Monitoring of Medication Intake Using a Camera System. J. Medical Syst. 35(3): 377-389 (2011)
[j7]
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Parisa Darvish Zadeh Varcheie, Guillaume-Alexandre Bilodeau:
People tracking using a network-based PTZ camera. Mach. Vis. Appl. 22(4): 671-690 (2011)
[j6]
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  - journals/tim/VarcheieB11
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Parisa Darvish Zadeh Varcheie, Guillaume-Alexandre Bilodeau:
Adaptive Fuzzy Particle Filter Tracker for a PTZ Camera in an IP Surveillance System. IEEE Trans. Instrum. Meas. 60(2): 354-371 (2011)
2010
[j5]
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  - journals/sensors/VarcheieSB10
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Parisa Darvish Zadeh Varcheie, Michael Sills-Lavoie, Guillaume-Alexandre Bilodeau:
A Multiscale Region-Based Motion Detection and Background Subtraction Algorithm. Sensors 10(2): 1041-1061 (2010)
2007
[j4]
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Guillaume-Alexandre Bilodeau, Robert Bergevin:
Qualitative part-based models in content-based image retrieval. Mach. Vis. Appl. 18(5): 275-287 (2007)
2006
[j3]
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Guillaume-Alexandre Bilodeau, Yueyun Shu, Farida Cheriet:
Multistage graph-based segmentation of thoracoscopic images. Comput. Medical Imaging Graph. 30(8): 437-446 (2006)
2005
[j2]
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Guillaume-Alexandre Bilodeau, Robert Bergevin:
Matching Graphs with Fuzzy Attributes in Machine Vision. Int. J. Robotics Autom. 20(1) (2005)
2002
[j1]
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Guillaume-Alexandre Bilodeau, Robert Bergevin:
Part segmentation of objects in real images. Pattern Recognit. 35(12): 2913-2926 (2002)

Conference and Workshop Papers

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2024
[c85]
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Xi Ye, Guillaume-Alexandre Bilodeau:
STDiff: Spatio-Temporal Diffusion for Continuous Stochastic Video Prediction. AAAI 2024: 6666-6674
2023
[c84]
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  - conf/ai/SobolevskyBCG23
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Andrey Sobolevsky, Guillaume-Alexandre Bilodeau, Jinghui Cheng, Jin L. C. Guo:
GUILGET: GUI Layout GEneration with Transformer. Canadian AI 2023
[c83]
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  - conf/crv/LamghariBS23
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Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Transformer-Based Human Action Recognition with Dynamic Feature Selection. CRV 2023: 129-136
[c82]
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  - conf/crv/LittoB23
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Katia Jodogne-Del Litto, Guillaume-Alexandre Bilodeau:
Real-Time Instance Segmentation with Polygons Using an Intersection-Over-Union Loss. CRV 2023: 153-160
[c81]
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Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Multi-Object Tracking and Segmentation with a Space-Time Memory Network. CRV 2023: 184-193
[c80]
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  - conf/cvpr/AnwarDBB23
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Noreen Anwar, Philippe Duplessis-Guindon, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouette. CVPR Workshops 2023: 394-402
[c79]
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Xi Ye, Guillaume-Alexandre Bilodeau:
A unified model for continuous conditional video prediction. CVPR Workshops 2023: 3604-3613
[c78]
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  - conf/icmla/NaimiKBBJBCA23
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Safwen Naimi, Olfa Koubaa, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Gregory Jeddore, Patricia Baines, David L. P. Correia, Andre Arsenault:
Automating Lichen Monitoring in Ecological Studies Using Instance Segmentation of Time-Lapse Images. ICMLA 2023: 98-103
[c77]
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Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau:
HCT: Hybrid Convnet-Transformer for Parkinson's Disease Detection and Severity Prediction from Gait. ICMLA 2023: 814-819
2022
[c76]
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Rémi Nahon, Guillaume-Alexandre Bilodeau, Gilles Pesant:
Improving tracking with a tracklet associator. CRV 2022: 175-182
[c75]
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Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
ActAR: Actor-Driven Pose Embeddings for Video Action Recognition. CVPR Workshops 2022: 398-407
[c74]
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Rihab Hajlaoui, Guillaume-Alexandre Bilodeau, Jan Rockemann:
MTGR: Improving Emotion and Sentiment Analysis with Gated Residual Networks. ICPR Workshops (1) 2022: 152-163
[c73]
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  - conf/icpr/NguyenTheLBR22
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Maude Nguyen-The, Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Jan Rockemann:
Leveraging Sentiment Analysis Knowledge to Solve Emotion Detection Tasks. ICPR Workshops (1) 2022: 405-416
[c72]
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Xi Ye, Guillaume-Alexandre Bilodeau:
VPTR: Efficient Transformers for Video Prediction. ICPR 2022: 3492-3499
[c71]
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  - conf/icpr/NguyenMBB22
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Duc Minh Dimitri Nguyen, Mehdi Miah, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
Transformers for 1D signals in Parkinson's disease detection from gait. ICPR 2022: 5089-5095
2021
[c70]
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  - conf/iccvw/PerreaultBSH21
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Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier:
CenterPoly: real-time instance segmentation using bounding polygons. ICCVW 2021: 2982-2991
[c69]
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  - conf/isvc/MessoussiMLPSBN21
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Oumayma Messoussi, Felipe Gohring de Magalhaes, Francois Lamarre, Francis Perreault, Ibrahima Sogoba, Guillaume-Alexandre Bilodeau, Gabriela Nicolescu:
Vehicle Detection and Tracking from Surveillance Cameras in Urban Scenes. ISVC (2) 2021: 191-202
[c68]
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Pankaj Raj Roy, Guillaume-Alexandre Bilodeau, Lama Seoud:
Predicting Next Local Appearance for Video Anomaly Detection. MVA 2021: 1-5
2020
[c67]
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Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier:
SpotNet: Self-Attention Multi-Task Network for Object Detection. CRV 2020: 230-237
[c66]
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Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study. ICIAR (1) 2020: 42-55
[c65]
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Hughes Perreault, Maguelonne Héritier, Pierre Gravel, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
RN-VID: A Feature Fusion Architecture for Video Object Detection. ICIAR (1) 2020: 125-138
[c64]
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Jules Simon, Guillaume-Alexandre Bilodeau, David Steele, Harshad Mahadik:
Color Inference from Semantic Labeling for Person Search in Videos. ICIAR (1) 2020: 139-151
[c63]
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Pankaj Raj Roy, Guillaume-Alexandre Bilodeau, Lama Seoud:
Local Anomaly Detection in Videos Using Object-Centric Adversarial Learning. ICPR Workshops (4) 2020: 219-234
[c62]
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David-Alexandre Beaupré, Guillaume-Alexandre Bilodeau:
Domain Siamese CNNs for Sparse Multispectral Disparity Estimation. ICPR 2020: 3667-3674
[c61]
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Mehdi Miah, Justine Pepin, Nicolas Saunier, Guillaume-Alexandre Bilodeau:
An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes. ICPR 2020: 5595-5602
[c60]
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Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
MFST: Multi-Features Siamese Tracker. ICPR 2020: 8416-8422
[c59]
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Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
A Grid-based Representation for Human Action Recognition. ICPR 2020: 10500-10507
2019
[c58]
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Pankaj Raj Roy, Guillaume-Alexandre Bilodeau:
Adversarially Learned Abnormal Trajectory Classifier. CRV 2019: 65-72
[c57]
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David-Alexandre Beaupré, Guillaume-Alexandre Bilodeau:
Siamese CNNs for RGB-LWIR Disparity Estimation. CVPR Workshops 2019: 862-870
[c56]
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Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection. ICIAR (1) 2019: 195-206
2018
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Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
Multi-branch Siamese Networks with Online Selection for Object Tracking. ISVC 2018: 309-319
[c54]
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Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier, David-Alexandre Beaupré:
Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector. ISVC 2018: 727-736
[c53]
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Pankaj Raj Roy, Guillaume-Alexandre Bilodeau:
Road User Abnormal Trajectory Detection Using a Deep Autoencoder. ISVC 2018: 748-757
2017
[c52]
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Farnoosh Ghadiri, Robert Bergevin, Guillaume-Alexandre Bilodeau:
Spatio-Temporal Consistency to Detect and Segment Carried Objects. BMVC 2017
[c51]
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Yuebin Yang, Guillaume-Alexandre Bilodeau:
Multiple Object Tracking with Kernelized Correlation Filters in Urban Mixed Traffic. CRV 2017: 209-216
[c50]
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Robert Bergevin, Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau:
Mutual Foreground Segmentation with Multispectral Stereo Pairs. ICCV Workshops 2017: 375-384
[c49]
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Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau:
Dynamic Selection of Exemplar-SVMs for Watch-list Screening through Domain Adaptation. ICPRAM 2017: 738-745
2016
[c48]
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Dinh-Luan Nguyen, Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau:
Non-planar Infrared-Visible Registration for Uncalibrated Stereo Pairs. CVPR Workshops 2016: 329-337
[c47]
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Fast Image Gradients Using Binary Feature Convolutions. CVPR Workshops 2016: 1074-1082
[c46]
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Adrien Lessard, François Bélisle, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
The Counting App, or How to Count Vehicles in 500 Hours of Video. CVPR Workshops 2016: 1592-1600
[c45]
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Farnoosh Ghadiri, Robert Bergevin, Guillaume-Alexandre Bilodeau:
Carried Object Detection Based on an Ensemble of Contour Exemplars. ECCV (7) 2016: 852-866
[c44]
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Wassim Bouachir, Atousa Torabi, Guillaume-Alexandre Bilodeau, Pascal Blais:
A bag of words approach for semantic segmentation of monitored scenes. ISIVC 2016: 88-93
2015
[c43]
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Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau:
Ensembles of exemplar-SVMs for video face recognition from a single sample per person. AVSS 2015: 1-6
[c42]
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Online multimodal video registration based on shape matching. CVPR Workshops 2015: 26-34
[c41]
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Gengjie Chen, Pierre-Luc St-Charles, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Reproducible evaluation of Pan-Tilt-Zoom tracking. ICIP 2015: 2055-2059
[c40]
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Dorra Riahi, Guillaume-Alexandre Bilodeau:
Multiple object tracking based on sparse generative appearance modeling. ICIP 2015: 4017-4021
[c39]
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Fania Mokhayeri, Eric Granger, Guillaume-Alexandre Bilodeau:
Synthetic face generation under various operational conditions in video surveillance. ICIP 2015: 4052-4056
[c38]
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Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Eric Granger:
Contextual object tracker with structure encoding. ICIP 2015: 4937-4941
[c37]
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Wassim Bouachir, Guillaume-Alexandre Bilodeau:
Part-Based Tracking via Salient Collaborating Features. WACV 2015: 78-85
[c36]
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin:
A Self-Adjusting Approach to Change Detection Based on Background Word Consensus. WACV 2015: 990-997
2014
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Dorra Riahi, Guillaume-Alexandre Bilodeau:
Multiple Feature Fusion in the Dempster-Shafer Framework for Multi-object Tracking. CRV 2014: 313-320
[c34]
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Flexible Background Subtraction with Self-Balanced Local Sensitivity. CVPR Workshops 2014: 414-419
[c33]
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Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau:
Watch-List Screening Using Ensembles Based on Multiple Face Representations. ICPR 2014: 4489-4494
[c32]
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau:
Improving background subtraction using Local Binary Similarity Patterns. WACV 2014: 509-515
[c31]
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Wassim Bouachir, Guillaume-Alexandre Bilodeau:
Structure-aware keypoint tracking for partial occlusion handling. WACV 2014: 877-884
[c30]
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Jean-Philippe Jodoin, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Urban Tracker: Multiple object tracking in urban mixed traffic. WACV 2014: 885-892
2013
[c29]
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Wassim Bouachir, Guillaume-Alexandre Bilodeau:
Visual Face Tracking: A Coarse-to-Fine Target State Estimation. CRV 2013: 45-51
[c28]
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Guillaume-Alexandre Bilodeau, Jean-Philippe Jodoin, Nicolas Saunier:
Change Detection in Feature Space Using Local Binary Similarity Patterns. CRV 2013: 106-112
[c27]
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Chris Whiten, Robert Laganière, Guillaume-Alexandre Bilodeau:
Efficient Action Recognition with MoFREAK. CRV 2013: 319-325
[c26]
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Socheat Sonn, Guillaume-Alexandre Bilodeau, Philippe Galinier:
Fast and Accurate Registration of Visible and Infrared Videos. CVPR Workshops 2013: 308-313
2012
[c25]
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Chris Whiten, Robert Laganière, Ehsan Fazl Ersi, Feng Shi, Guillaume-Alexandre Bilodeau, Dmitry O. Gorodnichy, Jean-Philippe Bergeron, Ehren Choy, David Bissessar:
VIVA-uOttawa / CBSA at TRECVID 2012: Interactive Surveillance Event Detection. TRECVID 2012
2011
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Guillaume-Alexandre Bilodeau, Ramla Ghali, Sébastien Desgent, Pierre Langlois, Rana Farah, Pier-Luc St-Onge, Sandra Duss, Lionel Carmant:
Where is the rat? Tracking in low contrast thermographic images. CVPR Workshops 2011: 55-60
[c23]
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Atousa Torabi, Guillaume-Alexandre Bilodeau:
Local self-similarity as a dense stereo correspondence measure for themal-visible video registration. CVPR Workshops 2011: 61-67
[c22]
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Guillaume-Alexandre Bilodeau, Pier-Luc St-Onge, R. Garnier:
Silhouette-based features for visible-infrared registration. CVPR Workshops 2011: 68-73
[c21]
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Rana Farah, Qifeng Gan, J. M. Pierre Langlois, Guillaume-Alexandre Bilodeau, Yvon Savaria:
A tracking algorithm suitable for embedded systems implementation. ICECS 2011: 256-259
[c20]
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Diana Carolina Gil, Rana Farah, J. M. Pierre Langlois, Guillaume-Alexandre Bilodeau, Yvon Savaria:
Comparative analysis of contrast enhancement algorithms in surveillance imaging. ISCAS 2011: 849-852
[c19]
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Rana Farah, J. M. Pierre Langlois, Guillaume-Alexandre Bilodeau:
RAT: Robust animal tracking. ROSE 2011: 65-70
[c18]
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Atousa Torabi, Mahya Najafianrazavi, Guillaume-Alexandre Bilodeau:
A comparative evaluation of multimodal dense stereo correspondence measures. ROSE 2011: 143-148
2010
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Atousa Torabi, Guillaume Massé, Guillaume-Alexandre Bilodeau:
Feedback scheme for thermal-visible video registration, sensor fusion, and people tracking. CVPR Workshops 2010: 15-22
[c16]
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Atousa Torabi, Charles Ouellet, Guillaume-Alexandre Bilodeau:
Small Animal Head Tracking and Pose Estimation in Infrared Videos. IPCV 2010: 837-840
2009
[c15]
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Guillaume-Alexandre Bilodeau, Maxime Levesque, J. M. Pierre Langlois, Pablo Lema, Lionel Carmant:
Thermographic Body Temperature Measurement using a Mean-Shift Tracker. BIOSIGNALS 2009: 18-24
[c14]
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Parisa Darvish Zadeh Varcheie, Guillaume-Alexandre Bilodeau:
Fuzzy Feature-Based Upper Body Tracking with IP PTZ Camera Control. CIARP 2009: 809-816
[c13]
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Atousa Torabi, Guillaume-Alexandre Bilodeau:
A Multiple Hypothesis Tracking Method with Fragmentation Handling. CRV 2009: 8-15
[c12]
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Parisa Darvish Zadeh Varcheie, Guillaume-Alexandre Bilodeau:
Human Tracking by IP PTZ Camera Control in the Context of Video Surveillance. ICIAR 2009: 657-667
[c11]
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Parisa Darvish Zadeh Varcheie, Guillaume-Alexandre Bilodeau:
Active people tracking by a PTZ camera in IP surveillance system. ROSE 2009: 98-103
2008
[c10]
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Parisa Darvish Zadeh Varcheie, Michael Sills-Lavoie, Guillaume-Alexandre Bilodeau:
An Efficient Region-Based Background Subtraction Technique. CRV 2008: 71-78
[c9]
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Soufiane Ammouri, Guillaume-Alexandre Bilodeau:
Face and Hands Detection and Tracking Applied to the Monitoring of Medication Intake. CRV 2008: 147-154
[c8]
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  - conf/crv/MorinTB08
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François Morin, Atousa Torabi, Guillaume-Alexandre Bilodeau:
Automatic Registration of Color and Infrared Videos Using Trajectories Obtained from a Multiple Object Tracking Algorithm. CRV 2008: 311-318
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Atousa Torabi, Guillaume-Alexandre Bilodeau, Maxime Levesque, J. M. Pierre Langlois, Pablo Lema, Lionel Carmant:
Measuring an Animal Body Temperature in Thermographic Video Using Particle Filter Tracking. ISVC (1) 2008: 1081-1091
2007
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Pier-Luc St-Onge, Guillaume-Alexandre Bilodeau:
Visible and Infrared Sensors Fusion by Matching Feature Points of Foreground Blobs. ISVC (2) 2007: 1-10
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François Morin, Guillaume-Alexandre Bilodeau:
Fusion of Multispectral Video Sequences Based on the Trajectories of Moving Objects. ROSE 2007: 120-124
2006
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Rafik Bourezak, Guillaume-Alexandre Bilodeau:
Object detection and tracking using iterative division and correlograms. CRV 2006: 38
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Rafik Bourezak, Guillaume-Alexandre Bilodeau:
Iterative Division and Correlograms for Detection and Tracking of Moving Objects. IWICPAS 2006: 46-55
2005
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Yueyun Shu, Guillaume-Alexandre Bilodeau, Farida Cheriet:
Segmentation of Laparoscopic Images: Integrating Graph-Based Segmentation and Multistage Region Merging. CRV 2005: 429-436
2000
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Guillaume-Alexandre Bilodeau, Robert Bergevin:
Generic Modeling of 3D Objects from Single 2D Images. ICPR 2000: 1770-1773

Informal and Other Publications

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2024
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  - journals/corr/abs-2402-10752
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Noreen Anwar, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
STF: Spatio-Temporal Fusion Module for Improving Video Object Detection. CoRR abs/2402.10752 (2024)
[i60]
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  - journals/corr/abs-2402-18503
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Khalil Sabri, Célia Djilali, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Wassim Bouachir:
Detection of Micromobility Vehicles in Urban Traffic Videos. CoRR abs/2402.18503 (2024)
[i59]
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  - journals/corr/abs-2403-03296
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Katia Jodogne-Del Litto, Guillaume-Alexandre Bilodeau:
CenterDisks: Real-time instance segmentation with disk covering. CoRR abs/2403.03296 (2024)
[i58]
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  - journals/corr/abs-2403-08018
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Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Learning Data Association for Multi-Object Tracking using Only Coordinates. CoRR abs/2403.08018 (2024)
[i57]
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  - journals/corr/abs-2409-05749
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Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau:
ReL-SAR: Representation Learning for Skeleton Action Recognition with Convolutional Transformers and BYOL. CoRR abs/2409.05749 (2024)
2023
[i56]
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  - journals/corr/abs-2304-06114
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Jacob Meilleur, Guillaume-Alexandre Bilodeau:
TopTrack: Tracking Objects By Their Top. CoRR abs/2304.06114 (2023)
[i55]
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  - journals/corr/abs-2304-09012
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Andrey Sobolevsky, Guillaume-Alexandre Bilodeau, Jinghui Cheng, Jin L. C. Guo:
GUILGET: GUI Layout GEneration with Transformer. CoRR abs/2304.09012 (2023)
[i54]
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  - journals/corr/abs-2304-11291
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Noreen Anwar, Philippe Duplessis-Guindon, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouette. CoRR abs/2304.11291 (2023)
[i53]
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  - journals/corr/abs-2305-05490
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Katia Jodogne-Del Litto, Guillaume-Alexandre Bilodeau:
Real-time instance segmentation with polygons using an Intersection-over-Union loss. CoRR abs/2305.05490 (2023)
[i52]
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  - journals/corr/abs-2310-17078
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Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau:
HCT: Hybrid Convnet-Transformer for Parkinson's disease detection and severity prediction from gait. CoRR abs/2310.17078 (2023)
[i51]
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  - journals/corr/abs-2310-17080
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Safwen Naimi, Olfa Koubaa, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Gregory Jeddore, Patricia Baines, David L. P. Correia, Andre Arsenault:
Automating lichen monitoring in ecological studies using instance segmentation of time-lapse images. CoRR abs/2310.17080 (2023)
[i50]
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  - journals/corr/abs-2311-03177
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Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau:
1D-Convolutional transformer for Parkinson disease diagnosis from gait. CoRR abs/2311.03177 (2023)
[i49]
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  - journals/corr/abs-2312-06486
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Xi Ye, Guillaume-Alexandre Bilodeau:
STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction. CoRR abs/2312.06486 (2023)
2022
[i48]
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  - journals/corr/abs-2203-15836
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Xi Ye, Guillaume-Alexandre Bilodeau:
VPTR: Efficient Transformers for Video Prediction. CoRR abs/2203.15836 (2022)
[i47]
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  - journals/corr/abs-2204-00423
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Duc Minh Dimitri Nguyen, Mehdi Miah, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
Transformers for 1D Signals in Parkinson's Disease Detection from Gait. CoRR abs/2204.00423 (2022)
[i46]
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  - journals/corr/abs-2204-08671
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Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
ActAR: Actor-Driven Pose Embeddings for Video Action Recognition. CoRR abs/2204.08671 (2022)
[i45]
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  - journals/corr/abs-2204-09089
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Philippe Duplessis-Guindon, Guillaume-Alexandre Bilodeau:
4D-MultispectralNet: Multispectral Stereoscopic Disparity Estimation using Human Masks. CoRR abs/2204.09089 (2022)
[i44]
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  - journals/corr/abs-2204-10677
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Rémi Nahon, Guillaume-Alexandre Bilodeau, Gilles Pesant:
Improving tracking with a tracklet associator. CoRR abs/2204.10677 (2022)
[i43]
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  - journals/corr/abs-2210-05810
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Xi Ye, Guillaume-Alexandre Bilodeau:
Continuous conditional video synthesis by neural processes. CoRR abs/2210.05810 (2022)
[i42]
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  - journals/corr/abs-2212-06026
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Xi Ye, Guillaume-Alexandre Bilodeau:
Video Prediction by Efficient Transformers. CoRR abs/2212.06026 (2022)
2021
[i41]
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  - journals/corr/abs-2103-00810
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Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
MFST: Multi-Features Siamese Tracker. CoRR abs/2103.00810 (2021)
[i40]
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  - journals/corr/abs-2103-01222
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Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
Multiple Convolutional Features in Siamese Networks for Object Tracking. CoRR abs/2103.01222 (2021)
[i39]
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  - journals/corr/abs-2106-06059
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Pankaj Raj Roy, Guillaume-Alexandre Bilodeau, Lama Seoud:
Predicting Next Local Appearance for Video Anomaly Detection. CoRR abs/2106.06059 (2021)
[i38]
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  - journals/corr/abs-2107-07067
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Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
MeNToS: Tracklets Association with a Space-Time Memory Network. CoRR abs/2107.07067 (2021)
[i37]
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  - journals/corr/abs-2108-08923
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Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier:
CenterPoly: real-time instance segmentation using bounding polygons. CoRR abs/2108.08923 (2021)
[i36]
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  - journals/corr/abs-2109-07298
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Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier:
FFAVOD: Feature Fusion Architecture for Video Object Detection. CoRR abs/2109.07298 (2021)
[i35]
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  - journals/corr/abs-2109-12414
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Oumayma Messoussi, Felipe Gohring de Magalhaes, Francois Lamarre, Francis Perreault, Ibrahima Sogoba, Guillaume-Alexandre Bilodeau, Gabriela Nicolescu:
Vehicle Detection and Tracking From Surveillance Cameras in Urban Scenes. CoRR abs/2109.12414 (2021)
[i34]
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  - journals/corr/abs-2110-11284
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Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Multi-Object Tracking and Segmentation with a Space-Time Memory Network. CoRR abs/2110.11284 (2021)
[i33]
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  - journals/corr/abs-2111-01606
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Gaspar Faure, Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
PolyTrack: Tracking with Bounding Polygons. CoRR abs/2111.01606 (2021)
[i32]
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  - journals/corr/abs-2111-03715
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Maude Nguyen-The, Guillaume-Alexandre Bilodeau, Jan Rockemann:
Leveraging Sentiment Analysis Knowledge to Solve Emotion Detection Tasks. CoRR abs/2111.03715 (2021)
2020
[i31]
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  - journals/corr/abs-2002-05540
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Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier:
SpotNet: Self-Attention Multi-Task Network for Object Detection. CoRR abs/2002.05540 (2020)
[i30]
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  - journals/corr/abs-2003-04468
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Alexandre Pineault, Guillaume-Alexandre Bilodeau, Gilles Pesant:
Tracking Road Users using Constraint Programming. CoRR abs/2003.04468 (2020)
[i29]
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  - journals/corr/abs-2003-10898
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Hughes Perreault, Maguelonne Héritier, Pierre Gravel, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
RN-VID: A Feature Fusion Architecture for Video Object Detection. CoRR abs/2003.10898 (2020)
[i28]
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  - journals/corr/abs-2003-13644
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Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study. CoRR abs/2003.13644 (2020)
[i27]
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  - journals/corr/abs-2005-00088
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David-Alexandre Beaupré, Guillaume-Alexandre Bilodeau:
Domain Siamese CNNs for Sparse Multispectral Disparity Estimation. CoRR abs/2005.00088 (2020)
[i26]
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  - journals/corr/abs-2007-15560
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Yacine Khraimeche, Guillaume-Alexandre Bilodeau, David Steele, Harshad Mahadik:
Unsupervised Disentanglement GAN for Domain Adaptive Person Re-Identification. CoRR abs/2007.15560 (2020)
[i25]
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  - journals/corr/abs-2010-07881
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Mehdi Miah, Justine Pepin, Nicolas Saunier, Guillaume-Alexandre Bilodeau:
An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes. CoRR abs/2010.07881 (2020)
[i24]
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  - journals/corr/abs-2010-08841
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Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
A Grid-based Representation for Human Action Recognition. CoRR abs/2010.08841 (2020)
[i23]
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  - journals/corr/abs-2011-06722
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Pankaj Raj Roy, Guillaume-Alexandre Bilodeau, Lama Seoud:
Local Anomaly Detection in Videos using Object-Centric Adversarial Learning. CoRR abs/2011.06722 (2020)
2019
[i22]
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  - journals/corr/abs-1903-11040
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Pankaj Raj Roy, Guillaume-Alexandre Bilodeau:
Adversarially Learned Abnormal Trajectory Classifier. CoRR abs/1903.11040 (2019)
[i21]
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  - journals/corr/abs-1903-12049
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Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Pierre Gravel:
Road User Detection in Videos. CoRR abs/1903.12049 (2019)
[i20]
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  - journals/corr/abs-1905-06381
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Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection. CoRR abs/1905.06381 (2019)
[i19]
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  - journals/corr/abs-1910-11509
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Imanne El Maachi, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait. CoRR abs/1910.11509 (2019)
[i18]
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  - journals/corr/abs-1911-13114
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Jules Simon, Guillaume-Alexandre Bilodeau, David Steele, Harshad Mahadik:
Color inference from semantic labeling for person search in videos. CoRR abs/1911.13114 (2019)
2018
[i17]
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  - journals/corr/abs-1801-01974
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Fania Mokhayeri, Eric Granger, Guillaume-Alexandre Bilodeau:
Domain-Specific Face Synthesis for Video Face Recognition from a Single Sample Per Person. CoRR abs/1801.01974 (2018)
[i16]
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Farnoosh Ghadiri, Robert Bergevin, Guillaume-Alexandre Bilodeau:
From Superpixel to Human Shape Modelling for Carried Object Detection. CoRR abs/1801.03551 (2018)
[i15]
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  - journals/corr/abs-1801-09646
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David-Alexandre Beaupré, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Improving Multiple Object Tracking with Optical Flow and Edge Preprocessing. CoRR abs/1801.09646 (2018)
[i14]
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  - journals/corr/abs-1808-07349
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Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
Multi-Branch Siamese Networks with Online Selection for Object Tracking. CoRR abs/1808.07349 (2018)
[i13]
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  - journals/corr/abs-1809-00957
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Pankaj Raj Roy, Guillaume-Alexandre Bilodeau:
Road User Abnormal Trajectory Detection using a Deep Autoencoder. CoRR abs/1809.00957 (2018)
[i12]
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Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier, David-Alexandre Beaupré:
Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector. CoRR abs/1809.02073 (2018)
[i11]
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Online Mutual Foreground Segmentation for Multispectral Stereo Videos. CoRR abs/1809.02851 (2018)
2017
[i10]
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  - journals/corr/ChakravortyBG17
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Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Eric Granger:
Tracking using Numerous Anchor points. CoRR abs/1702.02012 (2017)
[i9]
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  - journals/corr/WongFB17
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Melvin Wong, Bilal Farooq, Guillaume-Alexandre Bilodeau:
Discriminative conditional restricted Boltzmann machine for discrete choice and latent variable modelling. CoRR abs/1706.00505 (2017)
[i8]
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Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Eric Granger:
Robust Face Tracking using Multiple Appearance Models and Graph Relational Learning. CoRR abs/1706.09806 (2017)
[i7]
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  - journals/corr/abs-1711-04260
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Yucao Tang, Guillaume-Alexandre Bilodeau:
Evaluation of trackers for Pan-Tilt-Zoom Scenarios. CoRR abs/1711.04260 (2017)
2016
[i6]
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  - journals/corr/DerueBB16
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François-Xavier Derue, Guillaume-Alexandre Bilodeau, Robert Bergevin:
SPiKeS: Superpixel-Keypoints Structure for Robust Visual Tracking. CoRR abs/1610.07238 (2016)
[i5]
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  - journals/corr/YangB16a
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Yuebin Yang, Guillaume-Alexandre Bilodeau:
Multiple Object Tracking with Kernelized Correlation Filters in Urban Mixed Traffic. CoRR abs/1611.02364 (2016)
2015
[i4]
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  - journals/corr/ChenSBJBB15
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Gengjie Chen, Pierre-Luc St-Charles, Wassim Bouachir, Thomas Joeisseint, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Reproducible Evaluation of Pan-Tilt-Zoom Tracking. CoRR abs/1505.04502 (2015)
2014
[i3]
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  - journals/corr/ChakravortyBG14
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Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Eric Granger:
Automatic Image Registration in Infrared-Visible Videos using Polygon Vertices. CoRR abs/1403.4232 (2014)
2013
[i2]
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  - journals/corr/abs-1305-3189
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Wassim Bouachir, Atousa Torabi, Guillaume-Alexandre Bilodeau, Pascal Blais:
A Bag of Words Approach for Semantic Segmentation of Monitored Scenes. CoRR abs/1305.3189 (2013)
2012
[i1]
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  - journals/corr/abs-1204-6326
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Jean-Philippe Jodoin, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Background subtraction based on Local Shape. CoRR abs/1204.6326 (2012)

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