Pierre-Luc St-Charles

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 24

Top Topics

Background Subtraction

Foreground Segmentation

Top Venues

IEEE Trans. Image Process.

Publications

Jordi Armengol-Estapé, Vincent Michalski, Ramnath Kumar, Pierre-Luc St-Charles, Doina Precup, Samira Ebrahimi Kahou
On the Limits of Multi-modal Meta-Learning with Auxiliary Task Modulation Using Conditional Batch Normalization. CoRR (2024)
Pranav Agarwal, Aamer Abdul Rahman, Pierre-Luc St-Charles, Simon J. D. Prince, Samira Ebrahimi Kahou
Transformers in Reinforcement Learning: A Survey. CoRR (2023)
Raphaël Jean, Pierre-Luc St-Charles, Sören Pirk, Simon Brodeur
Self-Supervised Learning of Pose-Informed Latents. CVPR Workshops (2022)
Mohamed Dahmane, Jahangir Alam, Pierre-Luc St-Charles, Marc Lalonde, Kevin Heffner, Samuel Foucher
A Multimodal Non-Intrusive Stress Monitoring From the Pleasure-Arousal Emotional Dimensions. IEEE Trans. Affect. Comput. 13 (2) (2022)
Yoshua Bengio, Prateek Gupta, Tegan Maharaj, Nasim Rahaman, Martin Weiss, Tristan Deleu, Eilif Benjamin Müller, Meng Qu, Victor Schmidt, Pierre-Luc St-Charles, Hannah Alsdurf, Olexa Bilaniuk, David Buckeridge, Gaétan Marceau-Caron, Pierre Luc Carrier, Joumana Ghosn, Satya Ortiz-Gagne, Christopher J. Pal, Irina Rish, Bernhard Schölkopf, Abhinav Sharma, Jian Tang, Andrew Williams
Predicting Infectiousness for Proactive Contact Tracing. ICLR (2021)
Md Rifat Arefin, Vincent Michalski, Pierre-Luc St-Charles, Alfredo Kalaitzis, Sookyung Kim, Samira Ebrahimi Kahou, Yoshua Bengio
Multi-Image Super-Resolution for Remote Sensing using Deep Recurrent Networks. CVPR Workshops (2020)
Jahangir Alam, Gilles Boulianne, Lukás Burget, Mohamed Dahmane, Mireia Díez Sánchez, Alicia Lozano-Diez, Ondrej Glembek, Pierre-Luc St-Charles, Marc Lalonde, Pavel Matejka, Petr Mizera, Joao Monteiro, Ladislav Mosner, Cedric Noiseux, Ondrej Novotný, Oldrich Plchot, Johan Rohdin, Anna Silnova, Josef Slavícek, Themos Stafylakis, Shuai Wang, Hossein Zeinali
Analysis of ABC Submission to NIST SRE 2019 CMN and VAST Challenge. Odyssey (2020)
Yoshua Bengio, Prateek Gupta, Tegan Maharaj, Nasim Rahaman, Martin Weiss, Tristan Deleu, Eilif B. Müller, Meng Qu, Victor Schmidt, Pierre-Luc St-Charles, Hannah Alsdurf, Olexa Bilaniuk, David Buckeridge, Gaétan Marceau Caron, Pierre Luc Carrier, Joumana Ghosn, Satya Ortiz-Gagne, Chris Pal, Irina Rish, Bernhard Schölkopf, Abhinav Sharma, Jian Tang, Andrew Williams
Predicting Infectiousness for Proactive Contact Tracing. CoRR (2020)
Justine Boulent, Pierre-Luc St-Charles, Samuel Foucher, Jérôme Théau
Automatic Detection of Flavescence Dorée Symptoms Across White Grapevine Varieties Using Deep Learning. Frontiers Artif. Intell. 3 (2020)
Prateek Gupta, Tegan Maharaj, Martin Weiss, Nasim Rahaman, Hannah Alsdurf, Abhinav Sharma, Nanor Minoyan, Soren Harnois-Leblanc, Victor Schmidt, Pierre-Luc St-Charles, Tristan Deleu, Andrew Williams, Akshay Patel, Meng Qu, Olexa Bilaniuk, Gaétan Marceau Caron, Pierre Luc Carrier, Satya Ortiz-Gagné, Marc-Andre Rousseau, David Buckeridge, Joumana Ghosn, Yang Zhang, Bernhard Schölkopf, Jian Tang, Irina Rish, Christopher Joseph Pal, Joanna Merckx, Eilif B. Müller, Yoshua Bengio
COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing. CoRR (2020)
Tom Landry, Martin Sotir, Jean-François Rajotte, David Byrns, Francis Charette Migneault, Mario Beaulieu, Pierre-Luc St-Charles, Samuel Foucher, Claude Chapdelaine, Ayoub Tlili, Cedric Noiseux
Applying Machine Learning to Earth Observations In A Standards Based Workflow. IGARSS (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)
Mohamed Dahmane, Pierre-Luc St-Charles, Marc Lalonde, Kevin Heffner, Samuel Foucher
Arousal and Valence Estimation for Visual Non-Intrusive Stress Monitoring. IPTA (2019)
Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin
Online Mutual Foreground Segmentation for Multispectral Stereo Videos. CoRR (2018)
Marc Lalonde, Pierre-Luc St-Charles, Délia Loupias, Claude Chapdelaine, Samuel Foucher
Localizing People in Crosswalks using Visual Odometry: Preliminary Results. ICPRAM (2018)
Robert Bergevin, Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau
Mutual Foreground Segmentation with Multispectral Stereo Pairs. ICCV Workshops (2017)
Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin
Universal Background Subtraction Using Word Consensus Models. IEEE Trans. Image Process. 25 (10) (2016)
Dinh-Luan Nguyen, Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau
Non-planar Infrared-Visible Registration for Uncalibrated Stereo Pairs. CVPR Workshops (2016)
Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin
Fast Image Gradients Using Binary Feature Convolutions. CVPR Workshops (2016)
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) (2015)
Gengjie Chen, Pierre-Luc St-Charles, Wassim Bouachir, Thomas Joeisseint, Guillaume-Alexandre Bilodeau, Robert Bergevin
Reproducible Evaluation of Pan-Tilt-Zoom Tracking. CoRR (2015)
Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin
A Self-Adjusting Approach to Change Detection Based on Background Word Consensus. WACV (2015)
Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin
Online multimodal video registration based on shape matching. CVPR Workshops (2015)
Gengjie Chen, Pierre-Luc St-Charles, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Robert Bergevin
Reproducible evaluation of Pan-Tilt-Zoom tracking. ICIP (2015)
Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau
Improving background subtraction using Local Binary Similarity Patterns. WACV (2014)
Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin
Flexible Background Subtraction with Self-Balanced Local Sensitivity. CVPR Workshops (2014)
Khalid Djado, Claude Chapdelaine, Pierre-Luc St-Charles, Maxime Derenne
Gesture interface for an interactive kiosk. VRCAI (2014)