| Paper Abstract and Keywords |
| Presentation |
2010-07-26 14:50
A Low-Dimensional Global Feature Extraction Method Using Composition and Color Information for Similar Image Retrieval
Li Tian, Akira Suzuki, Masashi Morimoto, Hideki Koike (NTT) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this work, we present a new global feature extraction method by using the composition and color information of images for web-scale similar image retrieval. The proposed feature is robust to transformation such as rotation and it is compressed to low dimensions by using Principal Component Analysis (PCA) for more efficient retrieval. Experiments we conducted illustrate that it is more robust and efficient than the GIST, a state-of-the-art global descriptor commonly used in similar image retrieval. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Similar Image Retrieval / Global Feature / Principal Component Analysis / GIST / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 34, no. 32, ME2010-108, pp. 13-18, July 2010. |
| Paper # |
ME2010-108 |
| Date of Issue |
2010-07-19 (CE, ME) |
| ISSN |
Print edition: ISSN 1342-6893 |
| Download PDF |
|
| Conference Information |
| Committee |
ME CE IEICE-IE |
| Conference Date |
2010-07-26 - 2010-07-27 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
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| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
ME |
| Conference Code |
2010-07-ME-CE-IE |
| Language |
English (Japanese title is available) |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Low-Dimensional Global Feature Extraction Method Using Composition and Color Information for Similar Image Retrieval |
| Sub Title (in English) |
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| Keyword(1) |
Similar Image Retrieval |
| Keyword(2) |
Global Feature |
| Keyword(3) |
Principal Component Analysis |
| Keyword(4) |
GIST |
| Keyword(5) |
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| 1st Author's Name |
Li Tian |
| 1st Author's Affiliation |
NTT corporation (NTT) |
| 2nd Author's Name |
Akira Suzuki |
| 2nd Author's Affiliation |
NTT corporation (NTT) |
| 3rd Author's Name |
Masashi Morimoto |
| 3rd Author's Affiliation |
NTT corporation (NTT) |
| 4th Author's Name |
Hideki Koike |
| 4th Author's Affiliation |
NTT corporation (NTT) |
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| Speaker |
Author-1 |
| Date Time |
2010-07-26 14:50:00 |
| Presentation Time |
25 minutes |
| Registration for |
ME |
| Paper # |
CE2010-31, ME2010-108 |
| Volume (vol) |
vol.34 |
| Number (no) |
no.32 |
| Page |
pp.13-18 |
| #Pages |
6 |
| Date of Issue |
2010-07-19 (CE, ME) |