WILDTRACK: A Multi-Camera HD Dataset for Dense Unscripted Pedestrian Detection

no code implementations • CVPR 2018 • Tatjana Chavdarova, Pierre Baqué, Stéphane Bouquet, Andrii Maksai, Cijo Jose, Timur Bagautdinov, Louis Lettry, Pascal Fua, Luc van Gool, François Fleuret

People detection methods are highly sensitive to occlusions between pedestrians, which are extremely frequent in many situations where cameras have to be mounted at a limited height.

Multiview Detection Object Tracking +1

The WILDTRACK Multi-Camera Person Dataset

no code implementations • 28 Jul 2017 • Tatjana Chavdarova, Pierre Baqué, Stéphane Bouquet, Andrii Maksai, Cijo Jose, Louis Lettry, Pascal Fua, Luc van Gool, François Fleuret

People detection methods are highly sensitive to the perpetual occlusions among the targets.

Camera Calibration Pedestrian Detection

Kronecker Recurrent Units

no code implementations • ICML 2018 • Cijo Jose, Moustpaha Cisse, Francois Fleuret

It overcomes the ill-conditioning of the recurrent matrix by enforcing soft unitary constraints on the factors.

Scalable Metric Learning via Weighted Approximate Rank Component Analysis

no code implementations • 1 Mar 2016 • Cijo Jose, Francois Fleuret

We are interested in the large-scale learning of Mahalanobis distances, with a particular focus on person re-identification.

Metric Learning Person Re-Identification +1