Proceedings Paper
Research on the adaptive choice mechanism of proposal distribution in particle filter| Format | Member Price | Non-Member Price |
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Paper Abstract
With the inherent deficiency analysis of particle filter algorithm, proposal distribution with adaptive choice
mechanism is studied. The adaptive mechanisms for proposal distribution include adaptive proposal distribution revised
by the information derived from step-by-step Monte Carlo samples, Gaussian approximation adaptive proposal
distribution, shrinking / growing adaptive proposal distribution, adaptive proposal distribution combined with other
methods. At last, the simulations based on single object tracking are implemented, and the performance of the particle
filter with adaptive proposal distribution is verified.
Paper Details
Date Published: 13 March 2013
PDF: 7 pages
Proc. SPIE 8783, Fifth International Conference on Machine Vision (ICMV 2012): Computer Vision, Image Analysis and Processing, 87831F (13 March 2013); doi: 10.1117/12.2014200
Published in SPIE Proceedings Vol. 8783:
Fifth International Conference on Machine Vision (ICMV 2012): Computer Vision, Image Analysis and Processing
Yulin Wang; Liansheng Tan; Jianhong Zhou, Editor(s)
PDF: 7 pages
Proc. SPIE 8783, Fifth International Conference on Machine Vision (ICMV 2012): Computer Vision, Image Analysis and Processing, 87831F (13 March 2013); doi: 10.1117/12.2014200
Show Author Affiliations
Jinxia Yu, Henan Polytechnic Univ. (China)
Qian Zhao, State Grid Electric Power of Henan Ji-Yuan Power Supply Co. (China)
Qian Zhao, State Grid Electric Power of Henan Ji-Yuan Power Supply Co. (China)
Published in SPIE Proceedings Vol. 8783:
Fifth International Conference on Machine Vision (ICMV 2012): Computer Vision, Image Analysis and Processing
Yulin Wang; Liansheng Tan; Jianhong Zhou, Editor(s)
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