DocumentCode
2581513
Title
Signature-driven multiple visual target tracking
Author
Sun, Shuyan ; Huang, Zhipei ; Jiang, Sheng ; Wu, Jiankang ; Zhiqiang Zhang
Author_Institution
Sch. of Inf. Sci. & Eng., Grad. Univ. of Chinese Acad. of Sci., Beijing, China
fYear
2009
fDate
11-14 Oct. 2009
Firstpage
3709
Lastpage
3713
Abstract
Tracking multiple maneuvering targets remains a challenge because of clutter and spurious targets. We propose a signature driven multiple target tracking (SDT) method which uses target signature in spectral, spatial and temporary spaces as well as the Markov property of target movement, so that the data association process in SDT is very efficient and effective. The experimental results have shown outstanding performance.
Keywords
Markov processes; digital signatures; sensor fusion; target tracking; Markov property; data association process; multiple maneuvering target tracking; signature-driven multiple visual target tracking method; Background noise; Cybernetics; Gaussian noise; Information filtering; Information science; Markov processes; Sun; Target tracking; USA Councils; Video sequences; estimation; filtering; sensor fusion; signature; tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location
San Antonio, TX
ISSN
1062-922X
Print_ISBN
978-1-4244-2793-2
Electronic_ISBN
1062-922X
Type
conf
DOI
10.1109/ICSMC.2009.5346881
Filename
5346881
Link To Document