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| Presentation | 2023-03-13 14:40 Research on Automatic Feeding Methods for Realization of Smart Aquaculture Yudai Tanaka, Syoya Ogawa, Kazuki Hukae (Nagasaki Univ), Tetsuro Imai (Hiroshima City Univ), Kenichi Arai, Toru Kobayashi (Nagasaki Univ)  LOIS2022-52 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The aquaculture industry as a whole faces problems such as increased costs due to overfeeding and adverse effects on water quality in fishing grounds. Our goal is to implement smart aquaculture, which can be managed and operated fully automatically without human involvement, and we focused on the optimization of feeding as an issue. We propose a method to determine the activity level of the fish population using SVM by capturing the behavior of the fish population using a camera in the water of the fish tank and quantifying the amount of fish activity using Optical Flow. The effectiveness of this system will be demonstrated through actual observations in a fish tank and evaluation of video data obtained from demonstration experiments. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Automatic Feeding / Optical Flow / activity assessment / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 423, LOIS2022-52, pp. 47-52, March 2023. | |
| Paper # | LOIS2022-52 | |
| Date of Issue | 2023-03-06 (LOIS) | |
| ISSN | Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | LOIS2022-52 |
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| Conference Information | |
| Committee | LOIS |
| Conference Date | 2023-03-13 - 2023-03-14 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | LOIS |
| Conference Code | 2023-03-LOIS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Research on Automatic Feeding Methods for Realization of Smart Aquaculture |
| Sub Title (in English) | |
| Keyword(1) | Automatic Feeding |
| Keyword(2) | Optical Flow |
| Keyword(3) | activity assessment |
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| 1st Author's Name | Yudai Tanaka |
| 1st Author's Affiliation | Nagasaki University (Nagasaki Univ) |
| 2nd Author's Name | Syoya Ogawa |
| 2nd Author's Affiliation | Nagasaki University (Nagasaki Univ) |
| 3rd Author's Name | Kazuki Hukae |
| 3rd Author's Affiliation | Nagasaki University (Nagasaki Univ) |
| 4th Author's Name | Tetsuro Imai |
| 4th Author's Affiliation | Hiroshima City University (Hiroshima City Univ) |
| 5th Author's Name | Kenichi Arai |
| 5th Author's Affiliation | Nagasaki University (Nagasaki Univ) |
| 6th Author's Name | Toru Kobayashi |
| 6th Author's Affiliation | Nagasaki University (Nagasaki Univ) |
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| Speaker | Author-1 |
| Date Time | 2023-03-13 14:40:00 |
| Presentation Time | 25 minutes |
| Registration for | LOIS |
| Paper # | LOIS2022-52 |
| Volume (vol) | vol.122 |
| Number (no) | no.423 |
| Page | pp.47-52 |
| #Pages | 6 |
| Date of Issue | 2023-03-06 (LOIS) |
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