| Paper Abstract and Keywords |
| Presentation |
2024-02-10 09:45
A Study of Work Time Reduction Methods for Individual Recognition in Zoo
Kanon Shimodaira, Ayana Rikimaru (NIT,NC) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This study investigated the feasibility of a real-time recognition system with the goal of improving the experience of observing animals in zoo. Birds were detected from images using an existing object detection model, and the type of bird was recognized using image classification. Recognition rate comparisons were made for five different bird species between this method and the object detection. This method produced better results than existing object detection methods that require long preparation times. Future efforts will be made to improve the accuracy of the system for implementation of individual bird identification. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Machine Learning / Object Detection / Image Classification / Individual Recognition / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 48, no. 4, ME2024-1, pp. 1-3, Feb. 2024. |
| Paper # |
ME2024-1 |
| Date of Issue |
2024-02-03 (ME) |
| ISSN |
Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
ME |
| Conference Date |
2024-02-10 - 2024-02-10 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
online |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
ME |
| Conference Code |
2024-02-ME |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Study of Work Time Reduction Methods for Individual Recognition in Zoo |
| Sub Title (in English) |
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| Keyword(1) |
Machine Learning |
| Keyword(2) |
Object Detection |
| Keyword(3) |
Image Classification |
| Keyword(4) |
Individual Recognition |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Kanon Shimodaira |
| 1st Author's Affiliation |
National Institute of Technology(KOSEN), Nagano College (NIT,NC) |
| 2nd Author's Name |
Ayana Rikimaru |
| 2nd Author's Affiliation |
National Institute of Technology(KOSEN), Nagano College (NIT,NC) |
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| Speaker |
Author-1 |
| Date Time |
2024-02-10 09:45:00 |
| Presentation Time |
15 minutes |
| Registration for |
ME |
| Paper # |
ME2024-1 |
| Volume (vol) |
vol.48 |
| Number (no) |
no.4 |
| Page |
pp.1-3 |
| #Pages |
3 |
| Date of Issue |
2024-02-03 (ME) |