| Paper Abstract and Keywords |
| Presentation |
2012-02-20 15:20
An SVDD-Based Method for Taxonomy Estimation of Benthic Species from Microscopic Images
Takashi Hasegawa, Takahiro Ogawa, Hidemi Watanabe, Miki Haseyama (Hokkaido Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This paper presents a Support Vector Data Description (SVDD)-based method for finding new benthic species from microscopic images and its application to taxonomy position estimation. First, the proposed method generates hyperspheres which represent taxonomic species taxa and ultra-species taxa of known species. Next, by using this decision tree, new benthic species can be found from target samples, and their taxonomic positions can be also estimated. In addition, when new species are registerd, the proposed method introduces a method which automatically updates the existing decision tree, and allows the efficient reconstruction of the classificatio system. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
SVDD / Decision tree / Biodiversity / New species / Taxonomy / / / |
| Reference Info. |
IEICE Tech. Rep. |
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| Conference Information |
| Committee |
ITS IE ITE-AIT ITE-HI ITE-ME |
| Conference Date |
2012-02-20 - 2012-02-21 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hokkaido Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
ITS Image Processsing, Image Medium, Vision, etc. |
| Paper Information |
| Registration To |
ITE-ME |
| Conference Code |
2012-02-ME-AIT-HI-IE-ITS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
An SVDD-Based Method for Taxonomy Estimation of Benthic Species from Microscopic Images |
| Sub Title (in English) |
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| Keyword(1) |
SVDD |
| Keyword(2) |
Decision tree |
| Keyword(3) |
Biodiversity |
| Keyword(4) |
New species |
| Keyword(5) |
Taxonomy |
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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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| Speaker |
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| Date Time |
2012-02-20 15:20:00 |
| Presentation Time |
20 minutes |
| Registration for |
ITE-ME |
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| Volume (vol) |
vol.111 |
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