288 citations · 453 across the 42 of their papers we have counts for
7 papers · 1 filter
Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector
Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier +1
Multiple object tracking (MOT) in urban traffic aims to produce the trajectories of the different road users that move across the field of view with different directions and speeds…
Online Mutual Foreground Segmentation for Multispectral Stereo Videos
Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin
The segmentation of video sequences into foreground and background regions is a low-level process commonly used in video content analysis and smart surveillance applications. Using…
Multi-Branch Siamese Networks with Online Selection for Object Tracking
Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
In this paper, we propose a robust object tracking algorithm based on a branch selection mechanism to choose the most efficient object representations from multi-branch siamese net…
Road User Abnormal Trajectory Detection using a Deep Autoencoder
Pankaj Raj Roy, Guillaume-Alexandre Bilodeau
In this paper, we focus on the development of a method that detects abnormal trajectories of road users at traffic intersections. The main difficulty with this is the fact that the…
Improving Multiple Object Tracking with Optical Flow and Edge Preprocessing
David-Alexandre Beaupré, Guillaume-Alexandre Bilodeau, Nicolas Saunier
In this paper, we present a new method for detecting road users in an urban environment which leads to an improvement in multiple object tracking. Our method takes as an input a fo…
From Superpixel to Human Shape Modelling for Carried Object Detection
Farnoosh Ghadiri, Robert Bergevin, Guillaume-Alexandre Bilodeau
Detecting carried objects is one of the requirements for developing systems to reason about activities involving people and objects. We present an approach to detect carried object…
Domain-Specific Face Synthesis for Video Face Recognition from a Single Sample Per Person
Fania Mokhayeri, Eric Granger, Guillaume-Alexandre Bilodeau
The performance of still-to-video FR systems can decline significantly because faces captured in unconstrained operational domain (OD) over multiple video cameras have a different…