| Presentation | 2019-03-09 Please fill in Yudai Hirama, Soichiro Yokoyama, Tomohisa Yamashita, Hidenori Kawamura, Keiji Suzuki, Masaaki Wada, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, set-net have the problem of overfishing of marine resources. Set-net is a passive fishing method. Therefore, fish species present in the set-net are not known until catch. In this research, an echo sounder installed in a set-net is used. We propose a convolutional neural network (CNN) model that estimates fish species from sonar images created from echo sounder. In this paper, in particular, we estimate the presence or absence of tuna currently subject to catch management. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Estimation of fish species / Deep Learning / sonar image |
| Paper # | AI2018-56 |
| Date of Issue | 2019-03-02 (AI) |
| Conference Information | |
| Committee | AI / IPSJ-ICS / JSAI-KBS / JSAI-DOCMAS / JSAI-SAI |
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| Conference Date | 2019/3/7(4days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Tsunenori Mine(Kyushu Univ.) |
| Vice Chair | Daisuke Katagami(Tokyo Polytechnic Univ.) / Naoki Fukuta(Shizuoka Univ.) |
| Secretary | Daisuke Katagami(Ritsumeikan Univ.) / Naoki Fukuta(Univ. of Electro-Comm.) |
| Assistant | Yuko Sakurai(AIST) |
| Paper Information | |
| Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing / Special Interest Group on Intelligence and Complex Systems / Special Interest Group on Knowledge-Based Systems / Special Interest Group on Data Oriented Constructive Mining and Simulation / Special Interest Group on Society and Artificial Intelligence |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Please fill in |
| Sub Title (in English) | |
| Keyword(1) | Estimation of fish species |
| Keyword(2) | Deep Learning |
| Keyword(3) | sonar image |
| 1st Author's Name | Yudai Hirama |
| 1st Author's Affiliation | Hokkaido University(Hokudai) |
| 2nd Author's Name | Soichiro Yokoyama |
| 2nd Author's Affiliation | Hokkaido University(Hokudai) |
| 3rd Author's Name | Tomohisa Yamashita |
| 3rd Author's Affiliation | Hokkaido University(Hokudai) |
| 4th Author's Name | Hidenori Kawamura |
| 4th Author's Affiliation | Hokkaido University(Hokudai) |
| 5th Author's Name | Keiji Suzuki |
| 5th Author's Affiliation | Future Univ. Hakodate(Miraidai) |
| 6th Author's Name | Masaaki Wada |
| 6th Author's Affiliation | Future Univ. Hakodate(Miraidai) |
| Date | 2019-03-09 |
| Paper # | AI2018-56 |
| Volume (vol) | vol.118 |
| Number (no) | AI-492 |
| Page | pp.pp.19-24(AI), |
| #Pages | 6 |
| Date of Issue | 2019-03-02 (AI) |