DocumentCode
1346815
Title
Technique for fractal image compression using genetic algorithm
Author
Mitra, Sanjit ; Murthy, C.A. ; Kundu, Malay Kumar
Author_Institution
Machine Intelligence, Indian Stat. Inst., Calcutta
Volume
7
Issue
4
fYear
1998
fDate
4/1/1998 12:00:00 AM
Firstpage
586
Lastpage
593
Abstract
A new method for fractal image compression is proposed using genetic algorithm (GA) with an elitist model. The self transformation property of images is assumed and exploited in the fractal image compression technique. The technique described utilizes the GA, which greatly decreases the search space for finding the self similarities in the given image. This article presents theory, implementation, and an analytical study of the proposed method along with a simple classification scheme. A comparison with other fractal-based image compression methods is also reported
Keywords
fractals; genetic algorithms; image classification; image coding; iterative methods; elitist model; fractal image compression; genetic algorithm; image classification; image self similarities; iterative function system; self transformation property; Biological information theory; Fractals; Genetic algorithms; Image analysis; Image coding; Machine intelligence; Vector quantization;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/83.663505
Filename
663505
Link To Document