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2009 WRI World Congress on Computer Science and Information Engineering
Object Tracking Using Point Matching Based on MCMC
Los Angeles, California USA
March 31-April 02
ISBN: 978-0-7695-3507-4
Most of the reported object tracking methods achieved by estimating the object position cannot suit for large image deformations. For this reason, a new object tracking base on MCMC point matching method is presented in this paper. This method applies MCMC algorithm to solve the posterior probability distribution problem and obtain the optimal matching parameters include position, rotation, scale information. The test results prove this method can successfully cope with target scale or orientation variations in video tracking
Citation:
Yang Hongbo, Hou Xia, "Object Tracking Using Point Matching Based on MCMC," csie, vol. 4, pp.182-186, 2009 WRI World Congress on Computer Science and Information Engineering, 2009
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