ITE Technical Group Submission System
Conference Paper's Information
Online Proceedings
[Sign in]
 Go Top Page Go Previous   [Japanese] / [English] 

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 / / / /  
Reference Info. ITE Tech. Rep.
Paper #  
Date of Issue  
ISSN Print edition: ISSN 1342-6893  Online edition: ISSN 2424-1970
Download PDF

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  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
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.)
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
Speaker
Date Time 0000-00-00 00:00:00 
Presentation Time  
Registration for IEICE-IE 
Paper #  
Volume (vol) ITE-35 
Number (no)  
Page  
#Pages ITE- 
Date of Issue  


[Return to Top Page]

[Return to ITE Web Page]


The Institute of Image Information and Television Engineers (ITE), Japan