期刊名称：The International Arab Journal of Information Technology
印刷版ISSN：1683-3198
出版年度：2006
卷号：3
期号：1
出版社：Zarqa Private University
摘要：In this paper, we propose a new algorithm for image registration which is a key stage in almost every computer vision system. The algorithm is inspired from both evolutionary algorithms and quantum computing fields and uses the mutual information as a measure of similarity. The proposed approach is based on some concepts and principles of quantum computing such as quantum bit and states superposition. So, the definitions of the basic genetic operations have been adapted to use the new concepts. The evaluation of each solution is performed by the computation of mutual information between the reference image and the resulting image. The process aims to maximize this mutual information in order to get the best affine transformation parameters which allow the alignment of the two images belonging to either similar or different modalities.
