Iterative hypothesis testing for multi-object tracking in presence of features with variable reliability

no code implementations • 1 Sep 2015 • Amit Kumar K. C., Damien Delannay, Christophe De Vleeschouwer

This paper assumes prior detections of multiple targets at each time instant, and uses a graph-based approach to connect those detections across time, based on their position and appearance estimates.

Multi-Object Tracking Two-sample testing

Discriminative and Efficient Label Propagation on Complementary Graphs for Multi-Object Tracking

no code implementations • 5 Apr 2015 • Amit Kumar K. C., Laurent Jacques, Christophe De Vleeschouwer

Given a set of detections, detected at each time instant independently, we investigate how to associate them across time.

graph construction Multi-Object Tracking