Journal of Guangxi Normal University(Natural Science Edition) ›› 2014, Vol. 32 ›› Issue (2): 20-25.

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A Remote Sensing Image Registration Algorithm Basing on the Improved Mutual Information

WEI Chun-rong1, HE Chu2   

  1. 1. College of Electronic Engineering, Guangxi Normal University, Guilin Guangxi 541004, China;
    2.School of Electronic Engineering,Wuhan University, Wuhan Hubei 430072, China
  • Received:2013-11-28 Online:2014-06-25 Published:2018-09-25

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Abstract: As a similarity measure function for image registration, mutual information equably contains the information of the interesting region and the other region of the overlap area between the registration images pair. In this paper, a new similarity measure function which combines both the mutual information of the interesting region and the tradition mutual information of the images is provided to direct the image registration process. The experimental results of remote image registration show that the registration algorithm based on the new similarity measure function is effectively in improving the registration accuracy.

Key words: mutual information, the region of interest, remote sensing image registration

CLC Number: 

  • TP391
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