Generic Modeling of 3D Objects from Single 2D Images. - Guillaume-Alexandre Bilodeau; Robert Bergevin (ICPR, 2000)

Part segmentation of objects in real images. - Guillaume-Alexandre Bilodeau; Robert Bergevin (Pattern Recognit., 2002)

Segmentation of Laparoscopic Images: Integrating Graph-Based Segmentation and Multistage Region Merging. - Yueyun Shu; Guillaume-Alexandre Bilodeau; Farida Cheriet (CRV, 2005)

Matching Graphs with Fuzzy Attributes in Machine Vision. - Guillaume-Alexandre Bilodeau; Robert Bergevin (Int. J. Robotics Autom., 2005)

Object detection and tracking using iterative division and correlograms. - Rafik Bourezak; Guillaume-Alexandre Bilodeau (CRV, 2006)

Iterative Division and Correlograms for Detection and Tracking of Moving Objects. - Rafik Bourezak; Guillaume-Alexandre Bilodeau (IWICPAS, 2006)

Multistage graph-based segmentation of thoracoscopic images. - Guillaume-Alexandre Bilodeau; Yueyun Shu; Farida Cheriet (Comput. Medical Imaging Graph., 2006)

Visible and Infrared Sensors Fusion by Matching Feature Points of Foreground Blobs. - Pier-Luc St-Onge; Guillaume-Alexandre Bilodeau (ISVC (2), 2007)

Fusion of Multispectral Video Sequences Based on the Trajectories of Moving Objects. - François Morin; Guillaume-Alexandre Bilodeau (ROSE, 2007)

Qualitative part-based models in content-based image retrieval. - Guillaume-Alexandre Bilodeau; Robert Bergevin (Mach. Vis. Appl., 2007)

Face and Hands Detection and Tracking Applied to the Monitoring of Medication Intake. - Soufiane Ammouri; Guillaume-Alexandre Bilodeau (CRV, 2008)

Automatic Registration of Color and Infrared Videos Using Trajectories Obtained from a Multiple Object Tracking Algorithm. - François Morin; Atousa Torabi; Guillaume-Alexandre Bilodeau (CRV, 2008)

An Efficient Region-Based Background Subtraction Technique. - Parisa Darvish Zadeh Varcheie; Michael Sills-Lavoie; Guillaume-Alexandre Bilodeau (CRV, 2008)

Measuring an Animal Body Temperature in Thermographic Video Using Particle Filter Tracking. - Atousa Torabi; Guillaume-Alexandre Bilodeau; Maxime Levesque; J. M. Pierre Langlois; Pablo Lema; Lionel Carmant (ISVC (1), 2008)

Thermographic Body Temperature Measurement using a Mean-Shift Tracker. - Guillaume-Alexandre Bilodeau; Maxime Levesque; J. M. Pierre Langlois; Pablo Lema; Lionel Carmant (BIOSIGNALS, 2009)

Fuzzy Feature-Based Upper Body Tracking with IP PTZ Camera Control. - Parisa Darvish Zadeh Varcheie; Guillaume-Alexandre Bilodeau (CIARP, 2009)

A Multiple Hypothesis Tracking Method with Fragmentation Handling. - Atousa Torabi; Guillaume-Alexandre Bilodeau (CRV, 2009)

Human Tracking by IP PTZ Camera Control in the Context of Video Surveillance. - Parisa Darvish Zadeh Varcheie; Guillaume-Alexandre Bilodeau (ICIAR, 2009)

Active people tracking by a PTZ camera in IP surveillance system. - Parisa Darvish Zadeh Varcheie; Guillaume-Alexandre Bilodeau (ROSE, 2009)

Feedback scheme for thermal-visible video registration, sensor fusion, and people tracking. - Atousa Torabi; Guillaume Massé; Guillaume-Alexandre Bilodeau (CVPR Workshops, 2010)

Small Animal Head Tracking and Pose Estimation in Infrared Videos. - Atousa Torabi; Charles Ouellet; Guillaume-Alexandre Bilodeau (IPCV, 2010)

A Multiscale Region-Based Motion Detection and Background Subtraction Algorithm. - Parisa Darvish Zadeh Varcheie; Michael Sills-Lavoie; Guillaume-Alexandre Bilodeau (Sensors, 2010)

Where is the rat? Tracking in low contrast thermographic images. - Guillaume-Alexandre Bilodeau; Ramla Ghali; Sébastien Desgent; Pierre Langlois 001; Rana Farah; Pier-Luc St-Onge; Sandra Duss; Lionel Carmant (CVPR Workshops, 2011)

Silhouette-based features for visible-infrared registration. - Guillaume-Alexandre Bilodeau; Pier-Luc St-Onge; R. Garnier (CVPR Workshops, 2011)

Local self-similarity as a dense stereo correspondence measure for themal-visible video registration. - Atousa Torabi; Guillaume-Alexandre Bilodeau (CVPR Workshops, 2011)

A tracking algorithm suitable for embedded systems implementation. - Rana Farah; Qifeng Gan; J. M. Pierre Langlois; Guillaume-Alexandre Bilodeau; Yvon Savaria (ICECS, 2011)

Comparative analysis of contrast enhancement algorithms in surveillance imaging. - Diana Carolina Gil; Rana Farah; J. M. Pierre Langlois; Guillaume-Alexandre Bilodeau; Yvon Savaria (ISCAS, 2011)

RAT: Robust animal tracking. - Rana Farah; J. M. Pierre Langlois; Guillaume-Alexandre Bilodeau (ROSE, 2011)

A comparative evaluation of multimodal dense stereo correspondence measures. - Atousa Torabi; Mahya Najafianrazavi; Guillaume-Alexandre Bilodeau (ROSE, 2011)

Visible and infrared image registration using trajectories and composite foreground images. - Guillaume-Alexandre Bilodeau; Atousa Torabi; François Morin (Image Vis. Comput., 2011)

Monitoring of Medication Intake Using a Camera System. - Guillaume-Alexandre Bilodeau; Soufiane Ammouri (J. Medical Syst., 2011)

People tracking using a network-based PTZ camera. - Parisa Darvish Zadeh Varcheie; Guillaume-Alexandre Bilodeau (Mach. Vis. Appl., 2011)

Adaptive Fuzzy Particle Filter Tracker for a PTZ Camera in an IP Surveillance System. - Parisa Darvish Zadeh Varcheie; Guillaume-Alexandre Bilodeau (IEEE Trans. Instrum. Meas., 2011)

VIVA-uOttawa / CBSA at TRECVID 2012: Interactive Surveillance Event Detection. - Chris Whiten; Robert Laganière; Ehsan Fazl Ersi; Feng Shi; Guillaume-Alexandre Bilodeau; Dmitry O. Gorodnichy; Jean-Philippe Bergeron; Ehren Choy; David Bissessar (TRECVID, 2012)

Background subtraction based on Local Shape - Jean-Philippe Jodoin; Guillaume-Alexandre Bilodeau; Nicolas Saunier (CoRR, 2012)

An iterative integrated framework for thermal-visible image registration, sensor fusion, and people tracking for video surveillance applications. - Atousa Torabi; Guillaume Massé; Guillaume-Alexandre Bilodeau (Comput. Vis. Image Underst., 2012)

Body temperature estimation of a moving subject from thermographic images. - Guillaume-Alexandre Bilodeau; Atousa Torabi; Maxime Levesque; Charles Ouellet; J. M. Pierre Langlois; Pablo Lema; Lionel Carmant (Mach. Vis. Appl., 2012)

Change Detection in Feature Space Using Local Binary Similarity Patterns. - Guillaume-Alexandre Bilodeau; Jean-Philippe Jodoin; Nicolas Saunier (CRV, 2013)

Visual Face Tracking: A Coarse-to-Fine Target State Estimation. - Wassim Bouachir; Guillaume-Alexandre Bilodeau (CRV, 2013)

Efficient Action Recognition with MoFREAK. - Chris Whiten; Robert Laganière; Guillaume-Alexandre Bilodeau (CRV, 2013)

Fast and Accurate Registration of Visible and Infrared Videos. - Socheat Sonn; Guillaume-Alexandre Bilodeau; Philippe Galinier (CVPR Workshops, 2013)

A LSS-based registration of stereo thermal-visible videos of multiple people using belief propagation. - Atousa Torabi; Guillaume-Alexandre Bilodeau (Comput. Vis. Image Underst., 2013)

Local self-similarity-based registration of human ROIs in pairs of stereo thermal-visible videos. - Atousa Torabi; Guillaume-Alexandre Bilodeau (Pattern Recognit., 2013)

Catching a Rat by Its Edglets. - Rana Farah; J. M. Pierre Langlois; Guillaume-Alexandre Bilodeau (IEEE Trans. Image Process., 2013)

Multiple Feature Fusion in the Dempster-Shafer Framework for Multi-object Tracking. - Dorra Riahi; Guillaume-Alexandre Bilodeau (CRV, 2014)

Flexible Background Subtraction with Self-Balanced Local Sensitivity. - Pierre-Luc St-Charles; Guillaume-Alexandre Bilodeau; Robert Bergevin (CVPR Workshops, 2014)

Watch-List Screening Using Ensembles Based on Multiple Face Representations. - Saman Bashbaghi; Eric Granger; Robert Sabourin; Guillaume-Alexandre Bilodeau (ICPR, 2014)

Structure-aware keypoint tracking for partial occlusion handling. - Wassim Bouachir; Guillaume-Alexandre Bilodeau (WACV, 2014)

Urban Tracker: Multiple object tracking in urban mixed traffic. - Jean-Philippe Jodoin; Guillaume-Alexandre Bilodeau; Nicolas Saunier (WACV, 2014)

Improving background subtraction using Local Binary Similarity Patterns. - Pierre-Luc St-Charles; Guillaume-Alexandre Bilodeau (WACV, 2014)

Automatic Image Registration in Infrared-Visible Videos using Polygon Vertices. - Tanushri Chakravorty; Guillaume-Alexandre Bilodeau; Eric Granger (CoRR, 2014)

A computationally efficient importance sampling tracking algorithm. - Rana Farah; Qifeng Gan; J. M. Pierre Langlois; Guillaume-Alexandre Bilodeau; Yvon Savaria (Mach. Vis. Appl., 2014)

Ensembles of exemplar-SVMs for video face recognition from a single sample per person. - Saman Bashbaghi; Eric Granger; Robert Sabourin; Guillaume-Alexandre Bilodeau (AVSS, 2015)

Online multimodal video registration based on shape matching. - Pierre-Luc St-Charles; Guillaume-Alexandre Bilodeau; Robert Bergevin (CVPR Workshops, 2015)

Contextual object tracker with structure encoding. - Tanushri Chakravorty; Guillaume-Alexandre Bilodeau; Eric Granger (ICIP, 2015)

Reproducible evaluation of Pan-Tilt-Zoom tracking. - Gengjie Chen; Pierre-Luc St-Charles; Wassim Bouachir; Guillaume-Alexandre Bilodeau; Robert Bergevin (ICIP, 2015)

Synthetic face generation under various operational conditions in video surveillance. - Fania Mokhayeri; Eric Granger; Guillaume-Alexandre Bilodeau (ICIP, 2015)

Multiple object tracking based on sparse generative appearance modeling. - Dorra Riahi; Guillaume-Alexandre Bilodeau (ICIP, 2015)

Part-Based Tracking via Salient Collaborating Features. - Wassim Bouachir; Guillaume-Alexandre Bilodeau (WACV, 2015)

A Self-Adjusting Approach to Change Detection Based on Background Word Consensus. - Pierre-Luc St-Charles; Guillaume-Alexandre Bilodeau; Robert Bergevin (WACV, 2015)

Reproducible Evaluation of Pan-Tilt-Zoom Tracking. - Gengjie Chen; Pierre-Luc St-Charles; Wassim Bouachir; Thomas Joeisseint; Guillaume-Alexandre Bilodeau; Robert Bergevin (CoRR, 2015)

Collaborative part-based tracking using salient local predictors. - Wassim Bouachir; Guillaume-Alexandre Bilodeau (Comput. Vis. Image Underst., 2015)

Exploiting structural constraints for visual object tracking. - Wassim Bouachir; Guillaume-Alexandre Bilodeau (Image Vis. Comput., 2015)

Body temperature measurement of an animal by tracking in biomedical experiments. - Guillaume-Alexandre Bilodeau; Sébastien Desgent; Rana Farah; Sandra Duss; J. M. Pierre Langlois; Lionel Carmant (Signal Image Video Process., 2015)

SuBSENSE: A Universal Change Detection Method With Local Adaptive Sensitivity. - Pierre-Luc St-Charles; Guillaume-Alexandre Bilodeau; Robert Bergevin (IEEE Trans. Image Process., 2015)

The Counting App, or How to Count Vehicles in 500 Hours of Video. - Adrien Lessard; François Bélisle; Guillaume-Alexandre Bilodeau; Nicolas Saunier (CVPR Workshops, 2016)

Non-planar Infrared-Visible Registration for Uncalibrated Stereo Pairs. - Dinh-Luan Nguyen; Pierre-Luc St-Charles; Guillaume-Alexandre Bilodeau (CVPR Workshops, 2016)

Fast Image Gradients Using Binary Feature Convolutions. - Pierre-Luc St-Charles; Guillaume-Alexandre Bilodeau; Robert Bergevin (CVPR Workshops, 2016)

Carried Object Detection Based on an Ensemble of Contour Exemplars. - Farnoosh Ghadiri; Robert Bergevin; Guillaume-Alexandre Bilodeau (ECCV (7), 2016)

A bag of words approach for semantic segmentation of monitored scenes. - Wassim Bouachir; Atousa Torabi; Guillaume-Alexandre Bilodeau; Pascal Blais (ISIVC, 2016)

Online multi-object tracking by detection based on generative appearance models. - Dorra Riahi; Guillaume-Alexandre Bilodeau (Comput. Vis. Image Underst., 2016)

Computing a rodent's diary. - Rana Farah; J. M. Pierre Langlois; Guillaume-Alexandre Bilodeau (Signal Image Video Process., 2016)

Universal Background Subtraction Using Word Consensus Models. - Pierre-Luc St-Charles; Guillaume-Alexandre Bilodeau; Robert Bergevin (IEEE Trans. Image Process., 2016)

Tracking All Road Users at Multimodal Urban Traffic Intersections. - Jean-Philippe Jodoin; Guillaume-Alexandre Bilodeau; Nicolas Saunier (IEEE Trans. Intell. Transp. Syst., 2016)

Spatio-Temporal Consistency to Detect and Segment Carried Objects. - Farnoosh Ghadiri; Robert Bergevin; Guillaume-Alexandre Bilodeau (BMVC, 2017)

Multiple Object Tracking with Kernelized Correlation Filters in Urban Mixed Traffic. - Yuebin Yang; Guillaume-Alexandre Bilodeau (CRV, 2017)

Mutual Foreground Segmentation with Multispectral Stereo Pairs. - Robert Bergevin; Pierre-Luc St-Charles; Guillaume-Alexandre Bilodeau (ICCV Workshops, 2017)

Dynamic Selection of Exemplar-SVMs for Watch-list Screening through Domain Adaptation. - Saman Bashbaghi; Eric Granger; Robert Sabourin; Guillaume-Alexandre Bilodeau (ICPRAM, 2017)

Discriminative conditional restricted Boltzmann machine for discrete choice and latent variable modelling. - Melvin Wong; Bilal Farooq; Guillaume-Alexandre Bilodeau (CoRR, 2017)

Evaluation of trackers for Pan-Tilt-Zoom Scenarios. - Yucao Tang; Guillaume-Alexandre Bilodeau (CoRR, 2017)

Robust watch-list screening using dynamic ensembles of SVMs based on multiple face representations. - Saman Bashbaghi; Eric Granger; Robert Sabourin; Guillaume-Alexandre Bilodeau (Mach. Vis. Appl., 2017)

Dynamic ensembles of exemplar-SVMs for still-to-video face recognition. - Saman Bashbaghi; Eric Granger; Robert Sabourin; Guillaume-Alexandre Bilodeau (Pattern Recognit., 2017)

Multi-branch Siamese Networks with Online Selection for Object Tracking. - Zhenxi Li; Guillaume-Alexandre Bilodeau; Wassim Bouachir (ISVC, 2018)

Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector. - Hui-Lee Ooi; Guillaume-Alexandre Bilodeau; Nicolas Saunier; David-Alexandre Beaupré (ISVC, 2018)

Road User Abnormal Trajectory Detection Using a Deep Autoencoder. - Pankaj Raj Roy; Guillaume-Alexandre Bilodeau (ISVC, 2018)

Improving Multiple Object Tracking with Optical Flow and Edge Preprocessing. - David-Alexandre Beaupré; Guillaume-Alexandre Bilodeau; Nicolas Saunier (CoRR, 2018)

Tracking using Numerous Anchor Points. - Tanushri Chakravorty; Guillaume-Alexandre Bilodeau; Eric Granger (Mach. Vis. Appl., 2018)

SPiKeS: Superpixel-Keypoints structure for robust visual tracking. - François-Xavier Derue; Guillaume-Alexandre Bilodeau; Robert Bergevin (Mach. Vis. Appl., 2018)

Adversarially Learned Abnormal Trajectory Classifier. - Pankaj Raj Roy; Guillaume-Alexandre Bilodeau (CRV, 2019)

Siamese CNNs for RGB-LWIR Disparity Estimation. - David-Alexandre Beaupré; Guillaume-Alexandre Bilodeau (CVPR Workshops, 2019)

Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection. - Hui-Lee Ooi; Guillaume-Alexandre Bilodeau; Nicolas Saunier (ICIAR (1), 2019)

Road User Detection in Videos. - Hughes Perreault; Guillaume-Alexandre Bilodeau; Nicolas Saunier; Pierre Gravel (CoRR, 2019)

Online Mutual Foreground Segmentation for Multispectral Stereo Videos. - Pierre-Luc St-Charles; Guillaume-Alexandre Bilodeau; Robert Bergevin (Int. J. Comput. Vis., 2019)

From superpixel to human shape modelling for carried object detection. - Farnoosh Ghadiri; Robert Bergevin; Guillaume-Alexandre Bilodeau (Pattern Recognit., 2019)

Domain-Specific Face Synthesis for Video Face Recognition From a Single Sample Per Person. - Fania Mokhayeri; Eric Granger; Guillaume-Alexandre Bilodeau (IEEE Trans. Inf. Forensics Secur., 2019)

SpotNet: Self-Attention Multi-Task Network for Object Detection. - Hughes Perreault; Guillaume-Alexandre Bilodeau; Nicolas Saunier; Maguelonne Héritier (CRV, 2020)

Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study. - Hui-Lee Ooi; Guillaume-Alexandre Bilodeau; Nicolas Saunier (ICIAR (1), 2020)

RN-VID: A Feature Fusion Architecture for Video Object Detection. - Hughes Perreault; Maguelonne Héritier; Pierre Gravel; Guillaume-Alexandre Bilodeau; Nicolas Saunier (ICIAR (1), 2020)

Color Inference from Semantic Labeling for Person Search in Videos. - Jules Simon; Guillaume-Alexandre Bilodeau; David Steele; Harshad Mahadik (ICIAR (1), 2020)

Domain Siamese CNNs for Sparse Multispectral Disparity Estimation. - David-Alexandre Beaupré; Guillaume-Alexandre Bilodeau (ICPR, 2020)

A Grid-based Representation for Human Action Recognition. - Soufiane Lamghari; Guillaume-Alexandre Bilodeau; Nicolas Saunier (ICPR, 2020)

MFST: Multi-Features Siamese Tracker. - Zhenxi Li; Guillaume-Alexandre Bilodeau; Wassim Bouachir (ICPR, 2020)

An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes. - Mehdi Miah; Justine Pepin; Nicolas Saunier; Guillaume-Alexandre Bilodeau (ICPR, 2020)

Local Anomaly Detection in Videos Using Object-Centric Adversarial Learning. - Pankaj Raj Roy; Guillaume-Alexandre Bilodeau; Lama Seoud (ICPR Workshops (4), 2020)

Tracking Road Users using Constraint Programming. - Alexandre Pineault; Guillaume-Alexandre Bilodeau; Gilles Pesant (CoRR, 2020)

Unsupervised Disentanglement GAN for Domain Adaptive Person Re-Identification. - Yacine Khraimeche; Guillaume-Alexandre Bilodeau; David Steele; Harshad Mahadik (CoRR, 2020)

Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait. - Imanne El Maachi; Guillaume-Alexandre Bilodeau; Wassim Bouachir (Expert Syst. Appl., 2020)

Robust face tracking using multiple appearance models and graph relational learning. - Tanushri Chakravorty; Guillaume-Alexandre Bilodeau; Éric Granger (Mach. Vis. Appl., 2020)

CenterPoly: real-time instance segmentation using bounding polygons. - Hughes Perreault; Guillaume-Alexandre Bilodeau; Nicolas Saunier; Maguelonne Héritier (ICCVW, 2021)

Vehicle Detection and Tracking from Surveillance Cameras in Urban Scenes. - Oumayma Messoussi; Felipe Gohring de Magalhaes; Francois Lamarre; Francis Perreault; Ibrahima Sogoba; Guillaume-Alexandre Bilodeau; Gabriela Nicolescu (ISVC (2), 2021)

Predicting Next Local Appearance for Video Anomaly Detection. - Pankaj Raj Roy; Guillaume-Alexandre Bilodeau; Lama Seoud (MVA, 2021)

MeNToS: Tracklets Association with a Space-Time Memory Network. - Mehdi Miah; Guillaume-Alexandre Bilodeau; Nicolas Saunier (CoRR, 2021)

PolyTrack: Tracking with Bounding Polygons. - Gaspar Faure; Hughes Perreault; Guillaume-Alexandre Bilodeau; Nicolas Saunier (CoRR, 2021)

Leveraging Sentiment Analysis Knowledge to Solve Emotion Detection Tasks. - Maude Nguyen-The; Guillaume-Alexandre Bilodeau; Jan Rockemann (CoRR, 2021)

Multiple convolutional features in Siamese networks for object tracking. - Zhenxi Li; Guillaume-Alexandre Bilodeau; Wassim Bouachir (Mach. Vis. Appl., 2021)

FFAVOD: Feature fusion architecture for video object detection. - Hughes Perreault; Guillaume-Alexandre Bilodeau; Nicolas Saunier; Maguelonne Héritier (Pattern Recognit. Lett., 2021)

Improving tracking with a tracklet associator. - Rémi Nahon; Guillaume-Alexandre Bilodeau; Gilles Pesant (CRV, 2022)

ActAR: Actor-Driven Pose Embeddings for Video Action Recognition. - Soufiane Lamghari; Guillaume-Alexandre Bilodeau; Nicolas Saunier (CVPR Workshops, 2022)

MTGR: Improving Emotion and Sentiment Analysis with Gated Residual Networks. - Rihab Hajlaoui; Guillaume-Alexandre Bilodeau; Jan Rockemann (ICPR Workshops (1), 2022)

Transformers for 1D signals in Parkinson's disease detection from gait. - Duc Minh Dimitri Nguyen; Mehdi Miah; Guillaume-Alexandre Bilodeau; Wassim Bouachir (ICPR, 2022)

Leveraging Sentiment Analysis Knowledge to Solve Emotion Detection Tasks. - Maude Nguyen-The; Soufiane Lamghari; Guillaume-Alexandre Bilodeau; Jan Rockemann (ICPR Workshops (1), 2022)

VPTR: Efficient Transformers for Video Prediction. - Xi Ye; Guillaume-Alexandre Bilodeau (ICPR, 2022)

4D-MultispectralNet: Multispectral Stereoscopic Disparity Estimation using Human Masks. - Philippe Duplessis-Guindon; Guillaume-Alexandre Bilodeau (CoRR, 2022)

GUILGET: GUI Layout GEneration with Transformer. - Andrey Sobolevsky; Guillaume-Alexandre Bilodeau; Jinghui Cheng; Jin L. C. Guo (Canadian AI, 2023)

Transformer-Based Human Action Recognition with Dynamic Feature Selection. - Soufiane Lamghari; Guillaume-Alexandre Bilodeau; Nicolas Saunier (CRV, 2023)

Real-Time Instance Segmentation with Polygons Using an Intersection-Over-Union Loss. - Katia Jodogne-Del Litto; Guillaume-Alexandre Bilodeau (CRV, 2023)

Multi-Object Tracking and Segmentation with a Space-Time Memory Network. - Mehdi Miah; Guillaume-Alexandre Bilodeau; Nicolas Saunier (CRV, 2023)

VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouette. - Noreen Anwar; Philippe Duplessis-Guindon; Guillaume-Alexandre Bilodeau; Wassim Bouachir (CVPR Workshops, 2023)

A unified model for continuous conditional video prediction. - Xi Ye; Guillaume-Alexandre Bilodeau (CVPR Workshops, 2023)

HCT: Hybrid Convnet-Transformer for Parkinson's Disease Detection and Severity Prediction from Gait. - Safwen Naimi; Wassim Bouachir; Guillaume-Alexandre Bilodeau (ICMLA, 2023)

Automating Lichen Monitoring in Ecological Studies Using Instance Segmentation of Time-Lapse Images. - Safwen Naimi; Olfa Koubaa; Wassim Bouachir; Guillaume-Alexandre Bilodeau; Gregory Jeddore; Patricia Baines; David L. P. Correia; Andre Arsenault (ICMLA, 2023)

TopTrack: Tracking Objects By Their Top. - Jacob Meilleur; Guillaume-Alexandre Bilodeau (CoRR, 2023)

Video prediction by efficient transformers. - Xi Ye; Guillaume-Alexandre Bilodeau (Image Vis. Comput., 2023)

STDiff: Spatio-Temporal Diffusion for Continuous Stochastic Video Prediction. - Xi Ye; Guillaume-Alexandre Bilodeau (AAAI, 2024)

ReL-SAR: Representation Learning for Skeleton Action Recognition with Convolutional Transformers and BYOL. - Safwen Naimi; Wassim Bouachir; Guillaume-Alexandre Bilodeau (ICMLA, 2024)

STF: Spatio-Temporal Fusion Module for Improving Video Object Detection. - Noreen Anwar; Guillaume-Alexandre Bilodeau; Wassim Bouachir (CoRR, 2024)

Detection of Micromobility Vehicles in Urban Traffic Videos. - Khalil Sabri; Célia Djilali; Guillaume-Alexandre Bilodeau; Nicolas Saunier; Wassim Bouachir (CoRR, 2024)

CenterDisks: Real-time instance segmentation with disk covering. - Katia Jodogne-Del Litto; Guillaume-Alexandre Bilodeau (CoRR, 2024)

1D-convolutional transformer for Parkinson disease diagnosis from gait. - Safwen Naimi; Wassim Bouachir; Guillaume-Alexandre Bilodeau (Neural Comput. Appl., 2024)

InceptoFormer: A Multi-Signal Neural Framework for Parkinson's Disease Severity Evaluation from Gait. - Safwen Naimi; Arij Said; Wassim Bouachir; Guillaume-Alexandre Bilodeau (Canadian AI, 2025)

SSTAR: Skeleton-Based Spatio-Temporal Action Recognition for Intelligent Video Surveillance and Suicide Prevention in Metro Stations. - Safwen Naimi; Wassim Bouachir; Guillaume-Alexandre Bilodeau; Brian L. Mishara (WACV (Workshops), 2025)

Continuous conditional video synthesis by neural processes. - Xi Ye; Guillaume-Alexandre Bilodeau (Comput. Vis. Image Underst., 2025)

Learning data association for multi-object tracking using only coordinates. - Mehdi Miah; Guillaume-Alexandre Bilodeau; Nicolas Saunier (Pattern Recognit., 2025)

How good are deep learning methods for automated road safety analysis using video data? An experimental study. - Qingwu Liu; Nicolas Saunier; Guillaume-Alexandre Bilodeau (CoRR, 2025)

Dual-Stream Attention with Multi-Modal Queries for Object Detection in Transportation Applications. - Noreen Anwar; Guillaume-Alexandre Bilodeau; Wassim Bouachir (CoRR, 2025)