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Author:

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

Indexed by:

CPCI-S

Abstract:

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.

Keyword:

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

Author Community:

  • [ 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

Reprint Author's Address:

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

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Source :

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

ISSN: 2164-5221

Year: 2010

Page: 1186-1189

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

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