DocumentCode
3378804
Title
DSP-based incremental histogram calculation and particle filter tracking algorithm and its implementation
Author
Xuan, Xia ; Huaping, Liu ; Weiming, Xu ; Fuchun, Sun
Author_Institution
Sch. of Opt.-Electr. & Comput. Eng., Univ. of Shanghai for Sci. & Technol., Shanghai, China
fYear
2011
fDate
1-2 Dec. 2011
Firstpage
65
Lastpage
68
Abstract
Implementation of particle filter visual tracking on DSP platform will suffer from calculation bottleneck. To realize the real-time tracking, this paper uses the incremental histogram calculation algorithm to construct the histogram of color and edge orientation, integrates the histograms for the observation model and optimizes the target tracking algorithm on the DSP. The experiment proves that the algorithm is fast and the robustness of the system.
Keywords
digital signal processing chips; particle filtering (numerical methods); DSP-based incremental histogram calculation; particle filter tracking algorithm; particle filter visual tracking; Computer vision; Conferences; Digital signal processing; Histograms; Particle filters; Pattern recognition; Target tracking; DSP; Visual tracking; incremental histogram calculation; particle filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Visual Surveillance (IVS), 2011 Third Chinese Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4577-1834-2
Type
conf
DOI
10.1109/IVSurv.2011.6157026
Filename
6157026
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