A novel quantum-inspired evolutionary algorithm for multi-sensor image registration
Joint Authors
Talbi, Hisham
Draa, Amir
Batouche, Muhammad
Source
The International Arab Journal of Information Technology
Issue
Vol. 3, Issue 1 (31 Jan. 2006), pp.9-15, 7 p.
Publisher
Publication Date
2006-01-31
Country of Publication
Jordan
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
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 the two images belonging to either similar or different modalities.
American Psychological Association (APA)
Talbi, Hisham& Draa, Amir& Batouche, Muhammad. 2006. A novel quantum-inspired evolutionary algorithm for multi-sensor image registration. The International Arab Journal of Information Technology،Vol. 3, no. 1, pp.9-15.
https://search.emarefa.net/detail/BIM-11751
Modern Language Association (MLA)
Talbi, Hisham…[et al.]. A novel quantum-inspired evolutionary algorithm for multi-sensor image registration. The International Arab Journal of Information Technology Vol. 3, no. 1 (Jan. 2006), pp.9-15.
https://search.emarefa.net/detail/BIM-11751
American Medical Association (AMA)
Talbi, Hisham& Draa, Amir& Batouche, Muhammad. A novel quantum-inspired evolutionary algorithm for multi-sensor image registration. The International Arab Journal of Information Technology. 2006. Vol. 3, no. 1, pp.9-15.
https://search.emarefa.net/detail/BIM-11751
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 14
Record ID
BIM-11751