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
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;
Conference_Titel :
Image Processing, 1996. Proceedings., International Conference on
Conference_Location :
Lausanne
Print_ISBN :
0-7803-3259-8
DOI :
10.1109/ICIP.1996.560795
