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Author:

Kang, Juan (Kang, Juan.) | Xiao, Chuangbai (Xiao, Chuangbai.) | Deng, Mike (Deng, Mike.) | Yu, Jing (Yu, Jing.) | Liu, Haifeng (Liu, Haifeng.)

Indexed by:

EI Scopus

Abstract:

This paper researches the mutual information matching algorithm for image registration. Firstly, feature points are extracted from images by Harris corner detector operator. Then, it uses mutual information as the similarity criteria for feature points' coarse matching. At last, it adapts random sample consensus algorithm (RANSAC) to filter the results of the coarse matching in order to eliminate errors and inconsistent with the camera motion matching point. We discuss the window size and the number of histogram bins which influence the result of registration. Large experimental results show that the method can make a satisfactory registration accuracy and stability. © 2011 IEEE.

Keyword:

Image registration Random errors Iterative methods Edge detection

Author Community:

  • [ 1 ] [Kang, Juan]College of Computer Science and Technology, Beijing University of Technology, Beijing, China
  • [ 2 ] [Xiao, Chuangbai]College of Computer Science and Technology, Beijing University of Technology, Beijing, China
  • [ 3 ] [Deng, Mike]College of Computer Science and Technology, Beijing University of Technology, Beijing, China
  • [ 4 ] [Yu, Jing]Department of Electronic Engineering, Tsinghua University, Beijing, China
  • [ 5 ] [Liu, Haifeng]College of Computer Science and Technology, Beijing University of Technology, Beijing, China

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Source :

Year: 2011

Volume: 7

Page: 3434-3437

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 11

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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