DocumentCode :
2003206
Title :
A multi-mode image tracking system based on distributed fusion
Author :
Zheng, Lin ; Han, Chongzhao ; Zuo, Dongguang ; Yan, Hongsen
Author_Institution :
Sch. of Electron. & Inf. Eng., Xi´´an Jiaotong Univ., China
Volume :
2
fYear :
2002
fDate :
8-11 July 2002
Firstpage :
832
Abstract :
In this paper, a multi-mode image tracking system was designed, which uses the distributed structure to fuse the tracking results of these modes. Because of noise in the image, the presence of occlusion, and deformation of the tracked target, some tracking algorithms may fail. The aim of the paper is to merge the advantages of all tracking algorithms to obtain robust behaviour. There are three tracking models applied in this system, based on region, B-snake, and distinguished points. Each of these three modes contributes to the fusion center, and communicates with other models. Results show that this system could overcome common problems in tracking.
Keywords :
image processing; optical tracking; sensor fusion; B-snake; deformation; distinguished points; distributed fusion; multi-mode image tracking system; noise; occlusion; region; tracking algorithms; Active contours; Computer crime; Computer vision; Covariance matrix; Design engineering; Fuses; Image processing; Noise robustness; Sensor systems; Target tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Fusion, 2002. Proceedings of the Fifth International Conference on
Conference_Location :
Annapolis, MD, USA
Print_ISBN :
0-9721844-1-4
Type :
conf
DOI :
10.1109/ICIF.2002.1020893
Filename :
1020893
Link To Document :
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