GENETIC IMAGE NETWORK (GIN) : AUTOMATICALLY CONSTRACTION OF IMAGE PROCESSING ALGORITHM(International Workshop on Advanced Image Technology 2007)
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概要
- 論文の詳細を見る
A new method for automatic construction of image transformation, Genetic Image Network (GIN), is proposed in this paper. We previously proposed the system of ACTIT (Automatic Construction of Tree-structural Image Transformation). ACTIT constructs tree structured image processing filters using Genetic Programming (GP). Generally, network structure theoretically includes tree structure (i.e. network structure also represent tree structure.). Thus, the description ability of network representation is higher than that of tree structure. In this way, we construct complex image transformations which cannot be constructed by tree structure. We applied GIN to automatically constructing image transformation and compare GIN with ACTIT and show effectiveness of GIN.
- 社団法人電子情報通信学会の論文
- 2007-01-03
著者
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Nagao Tomoharu
Department of Information Media and Environment Graduate School of Environment and Information Scien
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Nagao Tomoharu
Department Of Information Media And Environment Graduate School Of Environment And Information Scien
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Shirakawa Shinichi
Department of Information Media and Environment Graduate School of Environment and Information Scien
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Shirakawa Shinichi
Department Of Information Media And Environment Graduate School Of Environment And Information Scien
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