Publication

Unconstrained multiple-people tracking

Conference Article

Conference

Annual Symposium of the German Association for Pattern Recognition (DAGM)

Edition

28th

Pages

505-514

Doc link

http://dx.doi.org/10.1007/11861898_51

File

Download the digital copy of the doc pdf document

Authors

Projects associated

Abstract

This work presents two main contributions to achieve robust multiple-target tracking in uncontrolled scenarios. A novel system which consists on a hierarchical architecture is proposed. Each level is devoted to one of the main tracking functionalities: target detection, low-level tracking, and high-level tasks such as target-appearance representation, or event management. Secondly, tracking performances are enhanced by on-line building and updating multiple appearance models. Successful experimental results are accomplished on sequences with significant illumination changes, grouping, splitting and occlusion events.

Categories

computer vision.

Scientific reference

D. Rowe, I. Reid, J. Gonzàlez and J.J. Villanueva. Unconstrained multiple-people tracking, 28th Annual Symposium of the German Association for Pattern Recognition, 2006, Berlin, Germany, in Pattern Recognition, Vol 4174 of Lecture Notes in Computer Science, pp. 505-514, 2006, Springer, Berlin, Alemanya.