Title :
A novel image restore method based on improved genetic algorithm
Author :
Chen Wenjie ; Dou Lihua
Author_Institution :
Sch. of Autom., Beijing Inst. of Technol., Beijing, China
Abstract :
In this paper, aimed at the problem of conventional image restore method faced to unknown reason of image degrading, a new IGA (improved GA) is brought out and applied to image restoration. And aimed at image restoration problem, the operation of heredity, the group strategy, and maintenance the group variety are all improved as a whole. In this algorithm, the Chaos optimization, the mixed selection and elite reservation method are added, so the algorithm of this paper can give attention to both global search ability and convergence speed and it can give out satisfy restoration result.
Keywords :
chaos; genetic algorithms; image restoration; chaos optimization; elite reservation method; image restoration method; improved genetic algorithm; mixed selection reservation method; Automation; Chaos; Genetic algorithms; Image restoration; Laboratories; PSNR; Radio frequency; Chaos; Genetic Algorithm; Image Restoration;
Conference_Titel :
Control Conference (CCC), 2010 29th Chinese
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6263-6