ML Anthology

Real-Time Multiple Objects Tracking with Occlusion Handling in Dynamic Scenes

Tao Yang, Stan Z. Li, Quan Pan, Jing Li
CVPR 2005 pp. 970-975
doi:10.1109/CVPR.2005.292 /cvpr/2005/yang2005cvpr-real/

Abstract

This work presents a real-time system for multiple objects tracking in dynamic scenes. A unique characteristic of the system is its ability to cope with long-duration and complete occlusion without a prior knowledge about the shape or motion of objects. The system produces good segment and tracking results at a frame rate of 15-20 fps for image size of 320 /spl times/ 240, as demonstrated by extensive experiments performed using video sequences under different conditions indoor and outdoor with long-duration and complete occlusions in changing background.

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Cite

Text

Yang et al. "Real-Time Multiple Objects Tracking with Occlusion Handling in Dynamic Scenes." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2005. doi:10.1109/CVPR.2005.292

Markdown

[Yang et al. "Real-Time Multiple Objects Tracking with Occlusion Handling in Dynamic Scenes." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2005.](https://mlanthology.org/cvpr/2005/yang2005cvpr-real/) doi:10.1109/CVPR.2005.292

BibTeX

@inproceedings{yang2005cvpr-real,
  title     = {{Real-Time Multiple Objects Tracking with Occlusion Handling in Dynamic Scenes}},
  author    = {Yang, Tao and Li, Stan Z. and Pan, Quan and Li, Jing},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year      = {2005},
  pages     = {970-975},
  doi       = {10.1109/CVPR.2005.292},
  url       = {https://mlanthology.org/cvpr/2005/yang2005cvpr-real/}
}