Occluded object tracking based on trajectory links in surveillance videos

Chun Rong Huang, Yi I. Chiu, Pau-Choo Chung, Yu Chiao Hung

研究成果: Conference contribution

1 引文 斯高帕斯(Scopus)

摘要

Trajectories of foreground objects provide rich and continuous motion information for event analysis in surveillance videos. These trajectories can be obtained by tracking foreground objects frame by frame. When appearances of foreground objects significantly change during occlusions, tracking results may become incorrect. To solve the occlusion problem, we propose a real-time post processing method based on trajectory links. By analyzing trajectory links, our method can retrieve individual trajectories of occluded foreground objects. As shown in the experiments, our method can achieve better performance compared to previous tracking methods.

原文English
主出版物標題2014 IEEE International Symposium on Circuits and Systems, ISCAS 2014
發行者Institute of Electrical and Electronics Engineers Inc.
頁面337-340
頁數4
ISBN(列印)9781479934324
DOIs
出版狀態Published - 2014 一月 1
事件2014 IEEE International Symposium on Circuits and Systems, ISCAS 2014 - Melbourne, VIC, Australia
持續時間: 2014 六月 12014 六月 5

出版系列

名字Proceedings - IEEE International Symposium on Circuits and Systems
ISSN(列印)0271-4310

Other

Other2014 IEEE International Symposium on Circuits and Systems, ISCAS 2014
國家Australia
城市Melbourne, VIC
期間14-06-0114-06-05

    指紋

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering

引用此

Huang, C. R., Chiu, Y. I., Chung, P-C., & Hung, Y. C. (2014). Occluded object tracking based on trajectory links in surveillance videos. 於 2014 IEEE International Symposium on Circuits and Systems, ISCAS 2014 (頁 337-340). [6865134] (Proceedings - IEEE International Symposium on Circuits and Systems). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISCAS.2014.6865134