| Paper Abstract and Keywords |
| Presentation |
2022-10-30 16:20
Local Feature Alignment with Attention Mechanism for Cow Re-Identification
Feifan Zhang, Yota Yamamoto, Yukinobu Taniguchi (TUS) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
The purpose of this research is to improve the accuracy of dairy cows’ individual identification by image recognition using cow pattern features. To solve the problem of misidentification with similar patterns, we propose a method for dairy cows’ individual identification using local feature alignment with an attention mechanism. This method improves the accuracy of individual dairy cow identification by using local feature alignment to obtain the aligned distance between pairs of images of dairy cows, considering and training the CNN using this distance. Furthermore, adding the attention mechanism will also improve the accuracy of individual identification. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Re-Identification / Local Feature Alignment / Attention Mechanism / / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 46, pp. 23-26, Oct. 2022. |
| Paper # |
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| Date of Issue |
2022-10-23 (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 |
2022-10-30 - 2022-10-31 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
on line |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
IIEEJ |
| Conference Code |
2022-10-IIEEJ-AIT |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Local Feature Alignment with Attention Mechanism for Cow Re-Identification |
| Sub Title (in English) |
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| Keyword(1) |
Re-Identification |
| Keyword(2) |
Local Feature Alignment |
| Keyword(3) |
Attention Mechanism |
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| 1st Author's Name |
Feifan Zhang |
| 1st Author's Affiliation |
Tokyo University of Science (TUS) |
| 2nd Author's Name |
Yota Yamamoto |
| 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 |
2022-10-30 16:20:00 |
| Presentation Time |
20 minutes |
| Registration for |
IIEEJ |
| Paper # |
AIT2022-178 |
| Volume (vol) |
vol.46 |
| Number (no) |
no.34 |
| Page |
pp.23-26 |
| #Pages |
4 |
| Date of Issue |
2022-10-23 (AIT) |