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作者:

Dong Xinxin (Dong Xinxin.) | Mao Zheng (Mao Zheng.) | Sun Legong (Sun Legong.)

收录:

CPCI-S

摘要:

In the course of tracking there are various transformations for the object, including flip, rotation, scaling, shear and so on. In this paper, we describe a new approach that can perform well in coping with object's perspective transformation. A transformation matrix which is modeled with 9-parameter matrix is employed to represent the deformation of the object. So as to simplify the calculation and increase the speed of the estimation for the perspective model, we choose feature points for calculation. In this paper, a new algorithm is proposed to remove the inaccurate matching points and calculate the final perspective parameters. The result indicates that the method of object tracking has high precision and fast speed.

关键词:

component: Object tracking Feature matching Levenberg-Marquardt algorithm Mapping transformationmatrix Parameter estimation

作者机构:

  • [ 1 ] [Dong Xinxin]Beijing Univ Technol, Coll Elect & Control Engn, Beijing, Peoples R China
  • [ 2 ] [Mao Zheng]Beijing Univ Technol, Coll Elect & Control Engn, Beijing, Peoples R China
  • [ 3 ] [Sun Legong]Beijing Univ Technol, Coll Elect & Control Engn, Beijing, Peoples R China

通讯作者信息:

  • [Dong Xinxin]Beijing Univ Technol, Coll Elect & Control Engn, Beijing, Peoples R China

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来源 :

2010 IEEE 10TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS (ICSP2010), VOLS I-III

年份: 2010

页码: 1186-1189

语种: 英文

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次:

ESI高被引论文在榜: 0 展开所有

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