DocumentCode
539125
Title
Signature-driven multi-target tracking
Author
Jian Kang Wu ; Shuyan Sun ; Sheng Jiang ; Xiaoyi Ren ; Zhipei Huang
Author_Institution
Sch. of Inf. Sci. & Eng., Grad. Univ. of Chinese Acad. of Sci., Beijing, China
fYear
2010
fDate
26-29 July 2010
Firstpage
1
Lastpage
7
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 fuses target data in spectral, spatial and temporary spaces to form signatures of targets. Markov properties of target features and dynamics are well defined in the signature of targets so that the data association process in SDT is efficient and effective. The experimental results have shown its superior performance.
Keywords
Markov processes; clutter; sensor fusion; target tracking; Markov property; clutter; data association process; multiple maneuvering target tracking; signature-driven multitarget tracking; Clutter; Data models; Feature extraction; Markov processes; Radar tracking; Target tracking; Time measurement; Kalman filtering; Tracking; data association; sensor data fusion;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Fusion (FUSION), 2010 13th Conference on
Conference_Location
Edinburgh
Print_ISBN
978-0-9824438-1-1
Type
conf
DOI
10.1109/ICIF.2010.5711928
Filename
5711928
Link To Document