Title :
Nonrigid medical image registration using Hierarchical Particle Swarm Optimization
Author :
Rezaei, Hadi ; Azadi, Sassan
Author_Institution :
Electr. & Comput. Eng., Semnan Univ., Semnan, Iran
Abstract :
Utilizing hierarchical particle swarm optimization for nonrigid image registration of brain Images is presented in this paper. The guidance of this method for intraoperative image registration helps the surgeons to operate successful surgery and diagnose the tumor in brain more reliably. Using hierarchical particle swarm optimization gives the good particles that move up in the hierarchy a larger influence on the swarm. Our experiments show the effectiveness and better accuracy of this method rather than local methods or basic particle swarm optimization.
Keywords :
brain; image registration; medical image processing; tumours; brain image; brain tumor; hierarchical particle swarm optimization; intraoperative image registration; medical image registration; surgery; Biomedical imaging; Brain; Genetic algorithms; Image registration; Medical diagnostic imaging; Neoplasms; Optimization methods; Particle swarm optimization; Spline; Surgery;
Conference_Titel :
Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control, 2009. ICSCCW 2009. Fifth International Conference on
Conference_Location :
Famagusta
Print_ISBN :
978-1-4244-3429-9
Electronic_ISBN :
978-1-4244-3428-2
DOI :
10.1109/ICSCCW.2009.5379433