Presentation | 2002/6/21 A proposal of ACTIT based image classifier system Masahito ENOMOTO, Tomoharu NAGAO, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | We previously proposed the method named ACTIT that automatically generates image transformation process from several given examples. A method to apply ACTIT to image classification is proposed in this report. For each category, an image transformation filter to emphasize its characteristic is generated by using ACTIT. A new image is classified by applying the obtained filters to it. Experimental results for classification of image of biological cells are described to demonstrate the performance of the proposed method. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | genetic programming / image classification |
Paper # | PRMU2002-42 |
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Conference Information | |
Committee | PRMU |
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Conference Date | 2002/6/21(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Pattern Recognition and Media Understanding (PRMU) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | A proposal of ACTIT based image classifier system |
Sub Title (in English) | |
Keyword(1) | genetic programming |
Keyword(2) | image classification |
1st Author's Name | Masahito ENOMOTO |
1st Author's Affiliation | Graduate School of Environment and Information Sciences, Yokohama National University() |
2nd Author's Name | Tomoharu NAGAO |
2nd Author's Affiliation | Graduate School of Environment and Information Sciences, Yokohama National University |
Date | 2002/6/21 |
Paper # | PRMU2002-42 |
Volume (vol) | vol.102 |
Number (no) | 156 |
Page | pp.pp.- |
#Pages | 8 |
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