Guillaume-Alexandre Bilodeau

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 128

Top Venues

Publications

Khalil Sabri, Célia Djilali, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Wassim Bouachir
Detection of Micromobility Vehicles in Urban Traffic Videos. CoRR (2024)
Noreen Anwar, Guillaume-Alexandre Bilodeau, Wassim Bouachir
STF: Spatio-Temporal Fusion Module for Improving Video Object Detection. CoRR (2024)
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau
1D-convolutional transformer for Parkinson disease diagnosis from gait. Neural Comput. Appl. 36 (4) (2024)
Xi Ye, Guillaume-Alexandre Bilodeau
STDiff: Spatio-Temporal Diffusion for Continuous Stochastic Video Prediction. AAAI (2024)
Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Learning Data Association for Multi-Object Tracking using Only Coordinates. CoRR (2024)
Katia Jodogne-Del Litto, Guillaume-Alexandre Bilodeau
CenterDisks: Real-time instance segmentation with disk covering. CoRR (2024)
Xi Ye, Guillaume-Alexandre Bilodeau
STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction. CoRR (2023)
Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Multi-Object Tracking and Segmentation with a Space-Time Memory Network. CRV (2023)
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)
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 (2023)
Jacob Meilleur, Guillaume-Alexandre Bilodeau
TopTrack: Tracking Objects By Their Top. CoRR (2023)
Katia Jodogne-Del Litto, Guillaume-Alexandre Bilodeau
Real-time instance segmentation with polygons using an Intersection-over-Union loss. CoRR (2023)
Xi Ye, Guillaume-Alexandre Bilodeau
A unified model for continuous conditional video prediction. CVPR Workshops (2023)
Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Transformer-Based Human Action Recognition with Dynamic Feature Selection. CRV (2023)
Noreen Anwar, Philippe Duplessis-Guindon, Guillaume-Alexandre Bilodeau, Wassim Bouachir
VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouette. CVPR Workshops (2023)
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau
1D-Convolutional transformer for Parkinson disease diagnosis from gait. CoRR (2023)
Andrey Sobolevsky, Guillaume-Alexandre Bilodeau, Jinghui Cheng, Jin L. C. Guo
GUILGET: GUI Layout GEneration with Transformer. Canadian AI (2023)
Xi Ye, Guillaume-Alexandre Bilodeau
Video prediction by efficient transformers. Image Vis. Comput. 130 (2023)
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau
HCT: Hybrid Convnet-Transformer for Parkinson's Disease Detection and Severity Prediction from Gait. ICMLA (2023)
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau
HCT: Hybrid Convnet-Transformer for Parkinson's disease detection and severity prediction from gait. CoRR (2023)
Andrey Sobolevsky, Guillaume-Alexandre Bilodeau, Jinghui Cheng, Jin L. C. Guo
GUILGET: GUI Layout GEneration with Transformer. CoRR (2023)
Noreen Anwar, Philippe Duplessis-Guindon, Guillaume-Alexandre Bilodeau, Wassim Bouachir
VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouette. CoRR (2023)
Katia Jodogne-Del Litto, Guillaume-Alexandre Bilodeau
Real-Time Instance Segmentation with Polygons Using an Intersection-Over-Union Loss. CRV (2023)
Rémi Nahon, Guillaume-Alexandre Bilodeau, Gilles Pesant
Improving tracking with a tracklet associator. CRV (2022)
Duc Minh Dimitri Nguyen, Mehdi Miah, Guillaume-Alexandre Bilodeau, Wassim Bouachir
Transformers for 1D Signals in Parkinson's Disease Detection from Gait. CoRR (2022)
Philippe Duplessis-Guindon, Guillaume-Alexandre Bilodeau
4D-MultispectralNet: Multispectral Stereoscopic Disparity Estimation using Human Masks. CoRR (2022)
Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier
ActAR: Actor-Driven Pose Embeddings for Video Action Recognition. CoRR (2022)
Maude Nguyen-The, Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Jan Rockemann
Leveraging Sentiment Analysis Knowledge to Solve Emotion Detection Tasks. ICPR Workshops (1) (2022)
Xi Ye, Guillaume-Alexandre Bilodeau
VPTR: Efficient Transformers for Video Prediction. CoRR (2022)
Xi Ye, Guillaume-Alexandre Bilodeau
VPTR: Efficient Transformers for Video Prediction. ICPR (2022)
Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier
ActAR: Actor-Driven Pose Embeddings for Video Action Recognition. CVPR Workshops (2022)
Rihab Hajlaoui, Guillaume-Alexandre Bilodeau, Jan Rockemann
MTGR: Improving Emotion and Sentiment Analysis with Gated Residual Networks. ICPR Workshops (1) (2022)
Xi Ye, Guillaume-Alexandre Bilodeau
Continuous conditional video synthesis by neural processes. CoRR (2022)
Xi Ye, Guillaume-Alexandre Bilodeau
Video Prediction by Efficient Transformers. CoRR (2022)
Duc Minh Dimitri Nguyen, Mehdi Miah, Guillaume-Alexandre Bilodeau, Wassim Bouachir
Transformers for 1D signals in Parkinson's disease detection from gait. ICPR (2022)
Rémi Nahon, Guillaume-Alexandre Bilodeau, Gilles Pesant
Improving tracking with a tracklet associator. CoRR (2022)
Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier
FFAVOD: Feature Fusion Architecture for Video Object Detection. CoRR (2021)
Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
MFST: Multi-Features Siamese Tracker. CoRR (2021)
Maude Nguyen-The, Guillaume-Alexandre Bilodeau, Jan Rockemann
Leveraging Sentiment Analysis Knowledge to Solve Emotion Detection Tasks. CoRR (2021)
Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier
CenterPoly: real-time instance segmentation using bounding polygons. CoRR (2021)
Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier
MeNToS: Tracklets Association with a Space-Time Memory Network. CoRR (2021)
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)
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 (2021)
Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier
CenterPoly: real-time instance segmentation using bounding polygons. ICCVW (2021)
Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Multi-Object Tracking and Segmentation with a Space-Time Memory Network. CoRR (2021)
Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
Multiple Convolutional Features in Siamese Networks for Object Tracking. CoRR (2021)
Pankaj Raj Roy, Guillaume-Alexandre Bilodeau, Lama Seoud
Predicting Next Local Appearance for Video Anomaly Detection. MVA (2021)
Gaspar Faure, Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier
PolyTrack: Tracking with Bounding Polygons. CoRR (2021)
Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier
FFAVOD: Feature fusion architecture for video object detection. Pattern Recognit. Lett. 151 (2021)
Pankaj Raj Roy, Guillaume-Alexandre Bilodeau, Lama Seoud
Predicting Next Local Appearance for Video Anomaly Detection. CoRR (2021)
Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
Multiple convolutional features in Siamese networks for object tracking. Mach. Vis. Appl. 32 (3) (2021)
Mehdi Miah, Justine Pepin, Nicolas Saunier, Guillaume-Alexandre Bilodeau
An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes. ICPR (2020)
Hughes Perreault, Maguelonne Héritier, Pierre Gravel, Guillaume-Alexandre Bilodeau, Nicolas Saunier
RN-VID: A Feature Fusion Architecture for Video Object Detection. ICIAR (1) (2020)
Pankaj Raj Roy, Guillaume-Alexandre Bilodeau, Lama Seoud
Local Anomaly Detection in Videos using Object-Centric Adversarial Learning. CoRR (2020)
Mehdi Miah, Justine Pepin, Nicolas Saunier, Guillaume-Alexandre Bilodeau
An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes. CoRR (2020)
David-Alexandre Beaupré, Guillaume-Alexandre Bilodeau
Domain Siamese CNNs for Sparse Multispectral Disparity Estimation. ICPR (2020)
Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Éric Granger
Robust face tracking using multiple appearance models and graph relational learning. Mach. Vis. Appl. 31 (4) (2020)
Jules Simon, Guillaume-Alexandre Bilodeau, David Steele, Harshad Mahadik
Color Inference from Semantic Labeling for Person Search in Videos. ICIAR (1) (2020)
Pankaj Raj Roy, Guillaume-Alexandre Bilodeau, Lama Seoud
Local Anomaly Detection in Videos Using Object-Centric Adversarial Learning. ICPR Workshops (4) (2020)
Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier
A Grid-based Representation for Human Action Recognition. CoRR (2020)
David-Alexandre Beaupré, Guillaume-Alexandre Bilodeau
Domain Siamese CNNs for Sparse Multispectral Disparity Estimation. CoRR (2020)
Hughes Perreault, Maguelonne Héritier, Pierre Gravel, Guillaume-Alexandre Bilodeau, Nicolas Saunier
RN-VID: A Feature Fusion Architecture for Video Object Detection. CoRR (2020)
Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
MFST: Multi-Features Siamese Tracker. ICPR (2020)
Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier
A Grid-based Representation for Human Action Recognition. ICPR (2020)
Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier
SpotNet: Self-Attention Multi-Task Network for Object Detection. CRV (2020)
Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study. CoRR (2020)
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)
Yacine Khraimeche, Guillaume-Alexandre Bilodeau, David Steele, Harshad Mahadik
Unsupervised Disentanglement GAN for Domain Adaptive Person Re-Identification. CoRR (2020)
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)
Alexandre Pineault, Guillaume-Alexandre Bilodeau, Gilles Pesant
Tracking Road Users using Constraint Programming. CoRR (2020)
Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier
SpotNet: Self-Attention Multi-Task Network for Object Detection. CoRR (2020)
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) (2019)
David-Alexandre Beaupré, Guillaume-Alexandre Bilodeau
Siamese CNNs for RGB-LWIR Disparity Estimation. CVPR Workshops (2019)
Jules Simon, Guillaume-Alexandre Bilodeau, David Steele, Harshad Mahadik
Color inference from semantic labeling for person search in videos. CoRR (2019)
Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Pierre Gravel
Road User Detection in Videos. CoRR (2019)
Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin
Online Mutual Foreground Segmentation for Multispectral Stereo Videos. Int. J. Comput. Vis. 127 (8) (2019)
Imanne El Maachi, Guillaume-Alexandre Bilodeau, Wassim Bouachir
Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait. CoRR (2019)
Pankaj Raj Roy, Guillaume-Alexandre Bilodeau
Adversarially Learned Abnormal Trajectory Classifier. CoRR (2019)
Pankaj Raj Roy, Guillaume-Alexandre Bilodeau
Adversarially Learned Abnormal Trajectory Classifier. CRV (2019)
Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection. ICIAR (1) (2019)
Farnoosh Ghadiri, Robert Bergevin, Guillaume-Alexandre Bilodeau
From superpixel to human shape modelling for carried object detection. Pattern Recognit. 89 (2019)
Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection. CoRR (2019)
Farnoosh Ghadiri, Robert Bergevin, Guillaume-Alexandre Bilodeau
From Superpixel to Human Shape Modelling for Carried Object Detection. CoRR (2018)
Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Eric Granger
Tracking using Numerous Anchor Points. Mach. Vis. Appl. 29 (2) (2018)
Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
Multi-Branch Siamese Networks with Online Selection for Object Tracking. CoRR (2018)
Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
Multi-branch Siamese Networks with Online Selection for Object Tracking. ISVC (2018)
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)
Pankaj Raj Roy, Guillaume-Alexandre Bilodeau
Road User Abnormal Trajectory Detection using a Deep Autoencoder. CoRR (2018)
Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier, David-Alexandre Beaupré
Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector. CoRR (2018)
François-Xavier Derue, Guillaume-Alexandre Bilodeau, Robert Bergevin
SPiKeS: Superpixel-Keypoints structure for robust visual tracking. Mach. Vis. Appl. 29 (1) (2018)
Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin
Online Mutual Foreground Segmentation for Multispectral Stereo Videos. CoRR (2018)
Fania Mokhayeri, Eric Granger, Guillaume-Alexandre Bilodeau
Domain-Specific Face Synthesis for Video Face Recognition from a Single Sample Per Person. CoRR (2018)
Pankaj Raj Roy, Guillaume-Alexandre Bilodeau
Road User Abnormal Trajectory Detection Using a Deep Autoencoder. ISVC (2018)
David-Alexandre Beaupré, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Improving Multiple Object Tracking with Optical Flow and Edge Preprocessing. CoRR (2018)
Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Eric Granger
Tracking using Numerous Anchor points. CoRR (2017)
Farnoosh Ghadiri, Robert Bergevin, Guillaume-Alexandre Bilodeau
Spatio-Temporal Consistency to Detect and Segment Carried Objects. BMVC (2017)
Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau
Dynamic ensembles of exemplar-SVMs for still-to-video face recognition. Pattern Recognit. 69 (2017)
Melvin Wong, Bilal Farooq, Guillaume-Alexandre Bilodeau
Discriminative conditional restricted Boltzmann machine for discrete choice and latent variable modelling. CoRR (2017)
Yucao Tang, Guillaume-Alexandre Bilodeau
Evaluation of trackers for Pan-Tilt-Zoom Scenarios. CoRR (2017)
Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Eric Granger
Robust Face Tracking using Multiple Appearance Models and Graph Relational Learning. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Guillaume-Alexandre Bilodeau