| Presentation | 2021-03-05 Counting Fruits and Flowers by Using Object Detection with Time-Lapse Camera Images Akihiro Tanikawa, Yuma Usui, 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) | It is important issues to optimize cultivation/production control and prediction of harvest time for improving agricultural income. In order to achieve the goal, it is first necessary to acquire and aggregate the growth information of crops. In this study, we focused on the number of fruits and flowers as the growth information. We investigated an image analysis method for automatically measuring the number of fruits and flowers from time-lapse camera images taken in the greenhouse. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Deep Learning / Object Detection / Faster R-CNN / Smart Agriculture |
| Paper # | PRMU2020-87 |
| Date of Issue | 2021-02-25 (PRMU) |
| Conference Information | |
| Committee | PRMU / IPSJ-CVIM |
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| Conference Date | 2021/3/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Computer Vision and Pattern Recognition for specific environment |
| Chair | Yoichi Sato(Univ. of Tokyo) |
| Vice Chair | Akisato Kimura(NTT) / Masakazu Iwamura(Osaka Pref. Univ.) |
| Secretary | Akisato Kimura(Mobility Technologies) / Masakazu Iwamura(Chubu Univ.) |
| Assistant | Takashi Shibata(NTT) / Masashi Nishiyama(Tottori Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / 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) | Counting Fruits and Flowers by Using Object Detection with Time-Lapse Camera Images |
| Sub Title (in English) | |
| Keyword(1) | Deep Learning |
| Keyword(2) | Object Detection |
| Keyword(3) | Faster R-CNN |
| Keyword(4) | Smart Agriculture |
| 1st Author's Name | Akihiro Tanikawa |
| 1st Author's Affiliation | Kochi University of Technology/Office asoT LLC(KUT/Office asoT) |
| 2nd Author's Name | Yuma Usui |
| 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 | 2021-03-05 |
| Paper # | PRMU2020-87 |
| Volume (vol) | vol.120 |
| Number (no) | PRMU-409 |
| Page | pp.pp.103-108(PRMU), |
| #Pages | 6 |
| Date of Issue | 2021-02-25 (PRMU) |