Presentation 2002/6/21
A proposal of ACTIT based image classifier system
Masahito ENOMOTO, Tomoharu NAGAO,
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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.
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Keyword(in English) genetic programming / image classification
Paper # PRMU2002-42
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Conference Information
Committee PRMU
Conference Date 2002/6/21(1days)
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Registration To Pattern Recognition and Media Understanding (PRMU)
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
Date of Issue