A novel image registration method based on wavelet decomposition and mutual information

Shi Ping Ma, Du Yan Bi, Wen Tao Huang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The Images registration has been a widely studied problem. This paper presents a novel registration algorithm based on wavelet decomposition and mutual information measurement. The feature points are extracted by Simoncelli filter. And a hierarchical feature-matching algorithm is adopted. The transform parameters are gotten by the maximum mutual information as a metric. The simulation results for remote images show that the method can effectively, quickly and accurately work.

Original languageEnglish (US)
Title of host publicationProceedings of the International Computer Congress 2004 on Wavelet Analysis and its Applications, and Active Media Technology
EditorsJ.P. Li, J. Daugman, V. Wickerhauser, B. Torresani, J. Yen, N. Zhong, S.K. Pal, Y.Y. Tang, J. Liu
Pages325-330
Number of pages6
StatePublished - Sep 13 2004
EventProceedings of the International Computer Congress 2004 on Wavelet Analysis and its Applications, and Active Media Technology - Chongqing, China
Duration: May 28 2004May 30 2004

Publication series

NameProceedings of the International Computer Congress 2004 on Wavelet Analysis and its Applications, and Active Media Technology
Volume1

Other

OtherProceedings of the International Computer Congress 2004 on Wavelet Analysis and its Applications, and Active Media Technology
CountryChina
CityChongqing
Period5/28/045/30/04

ASJC Scopus subject areas

  • Engineering(all)

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