DocumentCode
3100567
Title
A genetic quantum algorithm for image registration
Author
Talbi, Hichem ; Draa, Amer ; Batouche, Mohamed Chaouki
Author_Institution
USI Emir Abdelkader, Constantine, Algeria
fYear
2004
fDate
19-23 April 2004
Firstpage
395
Lastpage
396
Abstract
The image registration is a key stage in almost every vision system. In this article we propose a new algorithm inspired from both genetic algorithms and quantum computing fields to perform an image registration based on computation of the mutual information, which is a measure of similarity brought from the information theory. Having two images obtained from either similar or different sensors, the proposed algorithm allows the estimating of the geometric transformation, which superposes the two images.
Keywords
computer vision; genetic algorithms; image registration; image sensors; quantum computing; genetic quantum algorithm; geometric transformation; image registration; image sensor; information theory; mutual information; quantum computing; vision system; Genetic algorithms; Genetic communication; Image registration; Image sensors; Information theory; Machine vision; Mutual information; Performance evaluation; Quantum computing; Quantum mechanics;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Communication Technologies: From Theory to Applications, 2004. Proceedings. 2004 International Conference on
Print_ISBN
0-7803-8482-2
Type
conf
DOI
10.1109/ICTTA.2004.1307798
Filename
1307798
Link To Document