DocumentCode
2648990
Title
Automatic construction of image transformation processes using genetic algorithm
Author
Nagao, Tomoharu ; Masunaga, Shinya
Author_Institution
Imaging Sci. & Eng. Lab., Tokyo Inst. of Technol., Japan
Volume
3
fYear
1996
fDate
16-19 Sep 1996
Firstpage
731
Abstract
A method to approximate the image transformation from an original image to its ideally processed target image by a sequence of several image transformation filters is proposed in this paper. The ideally processed image is assumed to be generated manually by the use of drawing software. In this method, the order of applying image transformation filters is determined by a genetic algorithm. This method can be applied to construction of an expert system for image processing
Keywords
digital filters; expert systems; genetic algorithms; image processing; automatic construction; drawing software; expert system; genetic algorithm; ideally processed target image; image processing; image transformation filters; image transformation processes; original image; Biological cells; Expert systems; Filters; Genetic algorithms; Genetic engineering; Genetic mutations; Genetic programming; Image processing; Laboratories; Smoothing methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 1996. Proceedings., International Conference on
Conference_Location
Lausanne
Print_ISBN
0-7803-3259-8
Type
conf
DOI
10.1109/ICIP.1996.560795
Filename
560795
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