| 题名: | mean shift tracking with kernel co-occurrence matrices |
| 作者: | Chen Jianjun
; Zhang Suofei
; Wu Zhenyang
; An Guocheng
|
| 会议文集: | 1st Asia Pacific Conference on Postgraduate Research in Microelectronics and Electronics, PrimeAsia 2009
|
| 会议名称: | 1st Asia Pacific Conference on Postgraduate Research in Microelectronics and Electronics, PrimeAsia 2009
|
| 会议日期: | 40848
|
| 出版日期: | 2009
|
| 会议地点: | Shanghai, China
|
| 关键词: | Algorithms
; Matrix algebra
; Microelectronics
; Pixels
; Targets
; Vector quantization
|
| 出版地: | United States
|
| 收录类别: | ei
|
| ISBN: | 9781424446698
|
| 部门归属: | (1) School of Information Science and Engineering, Southeast University, Nanjing 210096, China; (2) Intelligence Engineering Lab., Institute of Software Chinese Academy of Sciences, Beijing 100190, China
|
| 主办者: | IEEE Circuits and Systems Society
|
| 英文摘要: | We construct Kernel Co-occurrence Matrices (KCMs) to represent the target model and the target candidates. Then those matrices are employed as the tracking cues in mean shift framework. Some improvements are presented in the implementation of the algorithm. First, the angle relation between pixel-pairs is redefined to depict the asymmetric characteristic of the object. Second, the KCMs of the target model and the candidates are normalized to a same integer to increase calculation accuracy. Third, the computation of each pixel weight is modified to improve operation speed. The tracking results of several real world sequences with dark illumination or lighting variance show that the proposed algorithm can track the target effectively. ©2009 IEEE. |
| 语种: | 英语
|
| 内容类型: | 会议论文
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| URI标识: | http://ir.iscas.ac.cn/handle/311060/8442
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| Appears in Collections: | 中科院软件所图书馆_2009年期刊/会议论文
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| Recommended Citation: | |
Chen Jianjun,Zhang Suofei,Wu Zhenyang,et al. mean shift tracking with kernel co-occurrence matrices[C]. 见:1st Asia Pacific Conference on Postgraduate Research in Microelectronics and Electronics, PrimeAsia 2009. Shanghai, China. 40848.
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