| Presentation | 2021-06-21 Development and evaluation of growth estimation sensing system for aquaponics using multiple types of depth cameras Ryota Murakami, Hiroshi Yamamoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The traditional agricultural work is a heavy burden for the elderly, hence there is an urgent need to automate and improve the efficiency of this work. Therefore, in recent years, an aquaponics is attracting attention as a good alternative against the problem. The aquaponics is an efficient farming system that combines aquaculture and hydroponics. In the system, the bacteria decompose fish excrement, the plants absorb the decomposed excrement as nutrients, and the purified water returns to the fish tank. This cycle can greatly reduce the amount of consumption of the water and fertilizer. In order to keep the accurate cycle, the system should not only manage the environment so that the bacteria can properly decompose fish waste, but also measure the growth condition of the crops correctly. However, the automatic estimation of the growth rate of the fish in the water is a difficult problem. Therefore, in this study, we propose a new sensing system with a function to quantify the size of fish as well as plants by utilizing not only a general depth camera that uses infrared rays but also a stereo camera with multiple cameras. In addition, the proposed system also analyzes information on the state of the growth environment obtained from various sensors to clarify the interaction between bacteria, plants, fish, and the environment. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | IoT / Image analysis / BLE / Growth estimation / Depth camera / Aquaponics |
| Paper # | IA2021-4,ICSS2021-4 |
| Date of Issue | 2021-06-14 (IA, ICSS) |
| Conference Information | |
| Committee | IA / ICSS |
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| Conference Date | 2021/6/21(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Internet Security, etc. |
| Chair | Tomoki Yoshihisa(Osaka Univ.) / Katsunari Yoshioka(Yokohama National Univ.) |
| Vice Chair | Toru Kondo(Hiroshima Univ.) / Yuichiro Hei(KDDI Research) / Hiroshi Yamamoto(Ritsumeikan Univ.) / Kazunori Kamiya(NTT) / Takahiro Kasama(NICT) |
| Secretary | Toru Kondo(Osaka Univ.) / Yuichiro Hei(Kogakuin Univ.) / Hiroshi Yamamoto(NEC) / Kazunori Kamiya(KDDI labs.) / Takahiro Kasama(Mitsubishi Electric) |
| Assistant | Daisuke Kotani(Kyoto Univ.) / Ryo Nakamura(Fukuoka Univ.) / Daiki Nobayashi(Kyushu Inst. of Tech.) / Toshihiro Yamauchi(Okayama Univ.) / Takeshi Sugawara(Univ. of Electro-Communications) |
| Paper Information | |
| Registration To | Technical Committee on Internet Architecture / Technical Committee on Information and Communication System Security |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development and evaluation of growth estimation sensing system for aquaponics using multiple types of depth cameras |
| Sub Title (in English) | |
| Keyword(1) | IoT |
| Keyword(2) | Image analysis |
| Keyword(3) | BLE |
| Keyword(4) | Growth estimation |
| Keyword(5) | Depth camera |
| Keyword(6) | Aquaponics |
| 1st Author's Name | Ryota Murakami |
| 1st Author's Affiliation | Ritsumei University(Ritsumeikan Univ.) |
| 2nd Author's Name | Hiroshi Yamamoto |
| 2nd Author's Affiliation | Ritsumei University(Ritsumeikan Univ.) |
| Date | 2021-06-21 |
| Paper # | IA2021-4,ICSS2021-4 |
| Volume (vol) | vol.121 |
| Number (no) | IA-68,ICSS-69 |
| Page | pp.pp.20-26(IA), pp.20-26(ICSS), |
| #Pages | 7 |
| Date of Issue | 2021-06-14 (IA, ICSS) |