| Presentation | 2023-03-02 Investigation of a Method to Obtain Growing Conditions by Object Detection for Cucumber image under Forcing Culture Using IoP Cloud Yuma Usui, Akihiro Tanikawa, Takaya Matsumoto, Mitsuhiro Osaki, Kazuma Nishiuchi, Masahiro Fukumoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Monitoring of plant growth information is essential for proper environmental control of cucumber cultivation, which aims to increase yield by controlling the environment such as temperature, humidity, CO2, irrigation time, and water amount. In this study, we investigated a method for acquiring useful growth information by using object detection techniques on images of growers' fields acquired periodically by the Internet of Plants (IoP) cloud, an agricultural data collection platform in Kochi Prefecture. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Deep Learning / Object Detection / You Only Look Once / Smart Agriculture / Cucumber |
| Paper # | PRMU2022-70,IBISML2022-77 |
| Date of Issue | 2023-02-23 (PRMU, IBISML) |
| Conference Information | |
| Committee | PRMU / IBISML / IPSJ-CVIM |
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| Conference Date | 2023/3/2(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Future University Hakodate |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Seiichi Uchida(Kyushu Univ.) / Masashi Sugiyama(Univ. of Tokyo) |
| Vice Chair | Takuya Funatomi(NAIST) / Mitsuru Anpai(Denso IT Lab.) / Toshihiro Kamishima(AIST) / Koji Tsuda(Univ. of Tokyo) |
| Secretary | Takuya Funatomi(CyberAgent) / Mitsuru Anpai(Univ. of Tokyo) / Toshihiro Kamishima(NTT) / Koji Tsuda(Hokkaido Univ.) |
| Assistant | Nakamasa Inoue(Tokyo Inst. of Tech.) / Yasutomo Kawanishi(Riken) / Yoshinobu Kawahara(Osaka Univ.) / Taiji Suzuki(Tokyo Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Information-Based Induction Sciences and Machine Learning / Special Interest Group on Computer Vision and Image Media |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Investigation of a Method to Obtain Growing Conditions by Object Detection for Cucumber image under Forcing Culture Using IoP Cloud |
| Sub Title (in English) | |
| Keyword(1) | Deep Learning |
| Keyword(2) | Object Detection |
| Keyword(3) | You Only Look Once |
| Keyword(4) | Smart Agriculture |
| Keyword(5) | Cucumber |
| 1st Author's Name | Yuma Usui |
| 1st Author's Affiliation | Kochi University of Technology/Office asoT LLC(KUT/Office asoT) |
| 2nd Author's Name | Akihiro Tanikawa |
| 2nd Author's Affiliation | Kochi University of Technology/Office asoT LLC(KUT/Office asoT) |
| 3rd Author's Name | Takaya Matsumoto |
| 3rd Author's Affiliation | Kochi University of Technology/Office asoT LLC(KUT/Office asoT) |
| 4th Author's Name | Mitsuhiro Osaki |
| 4th Author's Affiliation | Citynet Inc.(Citynet) |
| 5th Author's Name | Kazuma Nishiuchi |
| 5th Author's Affiliation | Citynet Inc.(Citynet) |
| 6th Author's Name | Masahiro Fukumoto |
| 6th Author's Affiliation | Kochi University of Technology(KUT) |
| Date | 2023-03-02 |
| Paper # | PRMU2022-70,IBISML2022-77 |
| Volume (vol) | vol.122 |
| Number (no) | PRMU-404,IBISML-405 |
| Page | pp.pp.65-70(PRMU), pp.65-70(IBISML), |
| #Pages | 6 |
| Date of Issue | 2023-02-23 (PRMU, IBISML) |