Title :
Evaluation of several quantum genetic algorithms in medical image registration applications
Author :
Zhang, XiuJie ; Li, Shiyong ; Shen, Yi ; Song, ShenMin
Author_Institution :
Dept. of Control Sci. & Eng., Harbin Inst. of Technol., Harbin, China
Abstract :
Registration is an important problem and a fundamental task in image processing. Recently, quantum-inspired evolutionary algorithms(QEA) have been proposed and applied to many optimization problems. However, few people study the application of QEA for image registration. This paper evaluate three kinds of QGAs in medical image registration applications, in which QGAs are implemented to find approximate solutions that maximizes the maximum mutual information(MI), and the experimental results are compared and analyzed.
Keywords :
image registration; medical image; quantum genetic algorithm; quantum inspired evolutionary algorithm;
Conference_Titel :
Computer Science and Automation Engineering (CSAE), 2012 IEEE International Conference on
Conference_Location :
Zhangjiajie, China
Print_ISBN :
978-1-4673-0088-9
DOI :
10.1109/CSAE.2012.6272866