DocumentCode
2112957
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
fYear
2010
fDate
29-31 July 2010
Firstpage
3081
Lastpage
3086
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2010 29th Chinese
Conference_Location
Beijing
Print_ISBN
978-1-4244-6263-6
Type
conf
Filename
5573643
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