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Paper Abstract and Keywords
Presentation 0000-00-00 00:00
Automated Classification Method of Benthic Invertebrate Samples from Microscopic Images -- A Note on Improvement of Classification Performance Based on Support Vector Data Description --
Takashi Hasegawa, Takahiro Ogawa, Hidemi Watanabe, Miki Haseyama (Hokkaido Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) This paper proposes a method for automatic extraction and classification of organisms from microscopic images based on Support Vector Data Description (SVDD). In the proposed method, the species are classified from microscopic images including some species of benthoses based on SVDD. Since it is difficult to classify many species at once, a hierachical classification scheme is introduced into the above procedure. Then, based on the non-conventional scheme, the proposed method realizes high performance of the classification a highly accurate classification by removal species that classified high accuracy one by one and narrow down species.
Keyword (in Japanese) (See Japanese page) 
(in English) SVDD / Biodiversity / Automated Classification / Image Processing / / / /  
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Conference Information
Committee IEICE-ITS IEICE-IE AIT HI ME  
Conference Date 2011-02-21 - 2011-02-22 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido University 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To IEICE-IE 
Conference Code 2011-02-ITS-IE-AIT-HI-ME 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Automated Classification Method of Benthic Invertebrate Samples from Microscopic Images 
Sub Title (in English) A Note on Improvement of Classification Performance Based on Support Vector Data Description 
Keyword(1) SVDD  
Keyword(2) Biodiversity  
Keyword(3) Automated Classification  
Keyword(4) Image Processing  
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1st Author's Name Takashi Hasegawa  
1st Author's Affiliation Hokkaido University (Hokkaido Univ.)
2nd Author's Name Takahiro Ogawa  
2nd Author's Affiliation Hokkaido University (Hokkaido Univ.)
3rd Author's Name Hidemi Watanabe  
3rd Author's Affiliation Hokkaido University (Hokkaido Univ.)
4th Author's Name Miki Haseyama  
4th Author's Affiliation Hokkaido University (Hokkaido Univ.)
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Date Time 0000-00-00 00:00:00 
Presentation Time minutes 
Registration for IEICE-IE 
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Volume (vol) vol.35 
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