Title :
The Application of Wavelet Transformation in Image Registration Based on the Maximum Mutual Information
Author_Institution :
Coll. of Math. & Inf. Sci., Weinan Teachers Univ., Weinan, China
Abstract :
Based on the research on the theory and implementation algorithm of the maximum mutual information, this paper introduces the application of image transformation into image registration based on the maximum mutual information and proves the feasibility of the method theoretically. By comparing the different experimental dates, it turns out that the method proposed in this paper can increase the matching speed effectively and achieve better results.
Keywords :
image registration; wavelet transforms; image registration; image transformation; maximum mutual information; wavelet transformation application; Algorithm design and analysis; Biomedical imaging; Image registration; Low pass filters; Mutual information; Wavelet transforms; image registration; maximum mutual information; wavelet decomposition;
Conference_Titel :
Computer Science & Service System (CSSS), 2012 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4673-0721-5
DOI :
10.1109/CSSS.2012.327
