| 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. |
ITE Tech. Rep., vol. 36, no. 9, ME2012-45, pp. 73-78, Feb. 2012. |
| Paper # |
ME2012-45 |
| Date of Issue |
2012-02-13 (HI, ME, AIT) |
| ISSN |
Print edition: ISSN 1342-6893 |
| Download PDF |
|
| Conference Information |
| Committee |
ME AIT HI IEICE-IE IEICE-ITS |
| 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) |
|
| Paper Information |
| Registration To |
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) |
|
| Keyword(1) |
SVDD |
| Keyword(2) |
Decision tree |
| Keyword(3) |
Biodiversity |
| Keyword(4) |
New species |
| Keyword(5) |
Taxonomy |
| 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 |
Author-1 |
| Date Time |
2012-02-20 15:20:00 |
| Presentation Time |
20 minutes |
| Registration for |
ME |
| Paper # |
HI2012-7, ME2012-45, AIT2012-7 |
| Volume (vol) |
vol.36 |
| Number (no) |
no.9 |
| Page |
pp.73-78 |
| #Pages |
6 |
| Date of Issue |
2012-02-13 (HI, ME, AIT) |
|