会议专题

Kernel Tracking Approach based on Fuzzy Kernel Histogram

In kernel tracking, background pixels in object model will induce localization error of object tracking, so we present a kernel tracking approach based on fuzzy kernel histogram in this paper. At first, a fuzzy factor is used in kernel histogram to form the fuzzy kernel histogram and a fuzzy membership functions are designed to acquire the fuzzy factor according to the center-surround approach and the background histogram. Secondly, details about kernel tracking algorithm based on fuzzy kernel histogram is provided. After that, the methods of performance evaluation and parameter selection are proposed. At last, a mass of experimental results show our approach has good localization precision of object tracking.

fuzzy kernel histogram object tracking fuzzy membership function

Wen Zhiqiang Zhu Yanhui Peng Zhaoyi

School of Computer and ommunication, Hunan University of Technology, Zhuzhou, Hunan, 412008, China

国际会议

2012 International Conference on Intelligent System Design and Engineering Applications(2012年智能系统设计与工程应用国际会议 ISDEA 2012)

三亚

英文

321-324

2012-01-06(万方平台首次上网日期,不代表论文的发表时间)