Share Email Print
cover

Proceedings Paper • new

Multi-object tracking based on formation stability
Author(s): Liang Xu; Weihai Li
Format Member Price Non-Member Price
PDF $14.40 $18.00

Paper Abstract

Multi-object tracking in semi-crowded environment is a difficult task. Traditional methods relying only on visual cues, like appearance and simple motion prediction fails because of frequent occlusions. In this paper, a new method based on formation stability is proposed to learn the interaction information among pedestrians. whatever the relationship of a pedestrian with others is, it will remain unchanged for a while. That is, when a pedestrian is occluded, the relationship with others will stay the same after the reappearance of the pedestrian. So trajectory clips caused by occlusions can be associated together. Effectiveness of this method is validated by experiments.

Paper Details

Date Published: 21 July 2017
PDF: 5 pages
Proc. SPIE 10420, Ninth International Conference on Digital Image Processing (ICDIP 2017), 104200L (21 July 2017); doi: 10.1117/12.2281982
Show Author Affiliations
Liang Xu, Univ. of Science and Technology of China (China)
Weihai Li, Univ. of Science and Technology of China (China)


Published in SPIE Proceedings Vol. 10420:
Ninth International Conference on Digital Image Processing (ICDIP 2017)
Charles M. Falco; Xudong Jiang, Editor(s)

© SPIE. Terms of Use
Back to Top