| Paper Abstract and Keywords |
| Presentation |
2020-09-17 15:54
Multi-view image generation from RGB-D data for dairy cow identification
Kazuki Wakida, Ryosuke Furuta, Yukinobu Taniguchi (TUS) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In order to reduce human cost and monitor health conditions of dairy cows, we previously proposed a method for individual identification from cameras installed on ceiling of barns, which uses spot patterns as a clue. However, the appearance of spots on a cow varies greatly depending on the angle and posture of the cow in the captured images. To solve the problem, we propose a method for creating a database that can deal with the changes of spot patterns for accurate identification of dairy cows. The proposed method consists of two steps. First, a 3D model of a cow is reconstructed by compositing several RGB-D images taken from different angles. Then, multi-view images with different appearances of spot patterns are obtained by moving and rotating the 3D model. To confirm the effectiveness of the proposed method, we evaluate its performance on individual identification by matching the spot patterns between the obtained multi-view images and query images taken by another camera from a different angle and position. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
RGB-D / Multi-view image / Dairy cow / Identification / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 44, pp. 23-26, Sept. 2020. |
| Paper # |
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| Date of Issue |
2020-09-10 (AIT) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
IIEEJ AIT |
| Conference Date |
2020-09-17 - 2020-09-17 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
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(See Japanese page) |
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| Paper Information |
| Registration To |
IIEEJ |
| Conference Code |
2020-09-IIEEJ-AIT |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Multi-view image generation from RGB-D data for dairy cow identification |
| Sub Title (in English) |
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| Keyword(1) |
RGB-D |
| Keyword(2) |
Multi-view image |
| Keyword(3) |
Dairy cow |
| Keyword(4) |
Identification |
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| 1st Author's Name |
Kazuki Wakida |
| 1st Author's Affiliation |
Tokyo University of Science (TUS) |
| 2nd Author's Name |
Ryosuke Furuta |
| 2nd Author's Affiliation |
Tokyo University of Science (TUS) |
| 3rd Author's Name |
Yukinobu Taniguchi |
| 3rd Author's Affiliation |
Tokyo University of Science (TUS) |
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| Speaker |
Author-1 |
| Date Time |
2020-09-17 15:54:00 |
| Presentation Time |
24 minutes |
| Registration for |
IIEEJ |
| Paper # |
AIT2020-168 |
| Volume (vol) |
vol.44 |
| Number (no) |
no.22 |
| Page |
pp.23-26 |
| #Pages |
4 |
| Date of Issue |
2020-09-10 (AIT) |
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