Title :
A genetic quantum algorithm for image registration
Author :
Talbi, Hichem ; Draa, Amer ; Batouche, Mohamed Chaouki
Author_Institution :
USI Emir Abdelkader, Constantine, Algeria
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;
Conference_Titel :
Information and Communication Technologies: From Theory to Applications, 2004. Proceedings. 2004 International Conference on
Print_ISBN :
0-7803-8482-2
DOI :
10.1109/ICTTA.2004.1307798