Proceedings of the Korean Society of Broadcast Engineers Conference (한국방송∙미디어공학회:학술대회논문집)
- 1997.06a
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- Pages.101-106
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- 1997
Automatic Generalization of Image Transformation Processes Using a Genetic Algorithm
- Masunaga, Shinya (Imaging Science and Engineering Laboratory Tokyo Institute of Technology) ;
- Nagao, Tomoharu (Imaging Science and Engineering Laboratory Tokyo Institute of Technology)
- Published : 1997.06.01
Abstract
A method is proposed to generalize the image transformation from an image to another one according to a pair of example images. When an original image and its target image are given, the unknown image transformation from the original image to the target one in automatically approximated by a sequence of several known image transformation filters by the method. The target image is assumed to be generated manually by using a drawing software. In this method, the order of image transformation filers is regarded as the chromosome of a virtual living thing and is evolved according to Genetic Algorithm. This method can be applied to automatic construction of expert systems for image processing.
Keywords