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Guillaume-Alexandre Bilodeau

Improving tracking with a tracklet associator



Rémi Nahon , Guillaume-Alexandre Bilodeau , Gilles Pesant

* 8 pages, 6 figures, CRV 2022 

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4D-MultispectralNet: Multispectral Stereoscopic Disparity Estimation using Human Masks



Philippe Duplessis-Guindon , Guillaume-Alexandre Bilodeau

* 6 pages, 2 figures 

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ActAR: Actor-Driven Pose Embeddings for Video Action Recognition



Soufiane Lamghari , Guillaume-Alexandre Bilodeau , Nicolas Saunier


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Transformers for 1D Signals in Parkinson's Disease Detection from Gait



Duc Minh Dimitri Nguyen , Mehdi Miah , Guillaume-Alexandre Bilodeau , Wassim Bouachir

* International Conference on Pattern Recognition (ICPR 2022) 

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VPTR: Efficient Transformers for Video Prediction



Xi Ye , Guillaume-Alexandre Bilodeau


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Leveraging Sentiment Analysis Knowledge to Solve Emotion Detection Tasks



Maude Nguyen-The , Guillaume-Alexandre Bilodeau , Jan Rockemann


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PolyTrack: Tracking with Bounding Polygons



Gaspar Faure , Hughes Perreault , Guillaume-Alexandre Bilodeau , Nicolas Saunier

* NeurIPS 2021 Machine Learning for Autonomous Driving Workshop 

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Multi-Object Tracking and Segmentation with a Space-Time Memory Network



Mehdi Miah , Guillaume-Alexandre Bilodeau , Nicolas Saunier

* arXiv admin note: text overlap with arXiv:2107.07067 

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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


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FFAVOD: Feature Fusion Architecture for Video Object Detection



Hughes Perreault , Guillaume-Alexandre Bilodeau , Nicolas Saunier , Maguelonne Héritier

* Accepted for publication in Pattern Recognition Letters 

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