Image Interpolation by the High Dimensional Nonlinear Projection Using kBPLP Method
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概要
- 論文の詳細を見る
In these years, nonlinear subspace method, kPCA and Support Vector Machine have attracted a great deal of interest. These nonlinear subspace methods can generate the nonlinear subspace for pattern distribution by using appropriate kernel function about the problem that class boundary on feature space has expressed by a hypersurface. Therefore these methods are able to high accurate pattern recognition. In this paper, we propose an image interpolation method that based on above nonlinear subspace methods. Concretely we applied the nonlinear subspace to BPLP method based on linear subspace and got the kernel BPLP method that is a high dimensional nonlinear projection.
- 社団法人電子情報通信学会の論文
- 2003-04-01
著者
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AMANO Toshiyuki
Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University
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Sato Yukio
Department Of Internal Medicine Ii Fukushima Medical University School Of Medicine Fukushima 960-129
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Amano Toshiyuki
Department Of Electrical And Computer Engineering Faculty Of Engineering Nagoya Institute Of Technol
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Sato Yukio
Department Of Advanced Materials Science Graduate School Of Frontier Science The University Of Tokyo
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Sato Yukio
Department Of Electrical And Computer Engineering Faculty Of Engineering Nagoya Institute Of Technol
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Amano Toshiyuki
Department Of Electrical And Computer Engineering Faculty Of Engineering Nagoya Institute Of Technol
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