DocumentCode :
3248595
Title :
Robust mean-shift tracking with extended fast colour thresholding
Author :
Xu, Richard Y D ; Allen, John G. ; Jin, Jesse S.
Author_Institution :
Fac. of Inf. Technol., Univ. of Technol., Sydney, NSW, Australia
fYear :
2004
fDate :
20-22 Oct. 2004
Firstpage :
542
Lastpage :
545
Abstract :
We propose a novel adaptive approach for object tracking using fast colour thresholding and region merging. It proves to be an effective measure against large variations between consecutive frames during a mean-shift process. The approach retains mean-shift´s property of efficiency and improves mean-shift´s drawback of robustness. It can track non-rigid objects with significant occlusion.
Keywords :
adaptive signal processing; image colour analysis; object detection; optical tracking; video signal processing; adaptive object tracking; colour thresholding; nonrigid objects; object recognition; occlusion; region merging; robust mean-shift tracking; video indexing; video segmentation; video surveillance; vision systems; Australia; Color; Information technology; Kernel; Merging; Probability; Robustness; Speech recognition; Target tracking; Video compression;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Multimedia, Video and Speech Processing, 2004. Proceedings of 2004 International Symposium on
Print_ISBN :
0-7803-8687-6
Type :
conf
DOI :
10.1109/ISIMP.2004.1434121
Filename :
1434121
Link To Document :
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