288 citations · 453 across the 42 of their papers we have counts for
4 papers · 1 filter
Color inference from semantic labeling for person search in videos
Jules Simon, Guillaume-Alexandre Bilodeau, David Steele +1
We propose an explainable model to generate semantic color labels for person search. In this context, persons are described from their semantic parts, such as hat, shirt, etc. Pers…
Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait
Imanne El Maachi, Guillaume-Alexandre Bilodeau, Wassim Bouachir
Diagnosing Parkinson's disease is a complex task that requires the evaluation of several motor and non-motor symptoms. During diagnosis, gait abnormalities are among the important…
Adversarially Learned Abnormal Trajectory Classifier
Pankaj Raj Roy, Guillaume-Alexandre Bilodeau
We address the problem of abnormal event detection from trajectory data. In this paper, a new adversarial approach is proposed for building a deep neural network binary classifier,…
Road User Detection in Videos
Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier +1
Successive frames of a video are highly redundant, and the most popular object detection methods do not take advantage of this fact. Using multiple consecutive frames can improve d…