Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector

no code implementations • 6 Sep 2018 • Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier, David-Alexandre Beaupré

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 and that can have varying appearances and sizes.

General Classification Multiple Object Tracking +2

Improving Multiple Object Tracking with Optical Flow and Edge Preprocessing

no code implementations • 29 Jan 2018 • 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.

Multiple Object Tracking object-detection +2