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

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

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

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

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

Multimodal Deep Homography Estimation Using a Domain Adaptation Generative Adversarial Network. - Thomas Pouplin; Hughes Perreault; Benoit Debaque; Marc-Antoine Drouin; Nicolas Duclos-Hindie; Sébastien Roy 001 (IEEE Big Data, 2022)

Thermal and Visible Image Registration Using Deep Homography. - Benoit Debaque; Hughes Perreault; Jean-Philippe Mercier; Marc-Antoine Drouin; Rares David; Bénédicte Chatelais; Nicolas Duclos-Hindié; Sébastien Roy 001 (FUSION, 2022)

MobileFuse: Multimodal Image Fusion at the Edge. - Hughes Perreault; Benoit Debaque; Rares David; Marc-Antoine Drouin; Nicolas Duclos-Hindie; Sébastien Roy 001 (FUSION, 2023)