DocumentCode :
3549046
Title :
Real-time multiple objects tracking with occlusion handling in dynamic scenes
Author :
Yang, Tao ; Pan, Quan ; Jing Li ; Li, Stan Z.
Author_Institution :
Coll. of Autom. Control, Northwestern Polytech. Univ., Xi´´an, China
Volume :
1
fYear :
2005
fDate :
20-25 June 2005
Firstpage :
970
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 × 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.
Keywords :
image segmentation; image sequences; object detection; real-time systems; target tracking; changing background; dynamic scenes; occlusion handling; real-time multiple objects tracking; video sequences; Automatic control; Automation; Bayesian methods; Cameras; Computer vision; Layout; Object detection; Object segmentation; Pattern recognition; Shape;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on
ISSN :
1063-6919
Print_ISBN :
0-7695-2372-2
Type :
conf
DOI :
10.1109/CVPR.2005.292
Filename :
1467371
Link To Document :
بازگشت