| Presentation | 2021-03-05 Remote estimation of relative sugar content in persimmon field by UAV with multi-spectral camera Katsuya Oseki, Yasushi Kanazawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | For measuring sugar content of a fruit, we usually use a refractometer or a special device based on spectroscopy. A refractometer requires to cut and grate a fruit because it needs the juice of the fruit, whereas the spectroscopy device needs not to destroy a fruit. The spectroscopy device, however, can measure only one fruit each time and is expensive. In this paper, we propose a method for remotely measuring the sugar content in a persimmon field by using a multispectral camera equipped on UAV. Here, by using the results of sugar content measuring and spectroscopy, we try to find the regression between the bands of the multispectral camera and the sugar content, and to estimate the sugar contents from multispectral camera images. Then, we can visualize the sugar content in a whole field. We show the effectiveness of our method by using real multispectral cameraimages. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | sugar content estimation / fruit / remote estimation / UAV / multispectral camera |
| Paper # | PRMU2020-88 |
| 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) | Remote estimation of relative sugar content in persimmon field by UAV with multi-spectral camera |
| Sub Title (in English) | |
| Keyword(1) | sugar content estimation |
| Keyword(2) | fruit |
| Keyword(3) | remote estimation |
| Keyword(4) | UAV |
| Keyword(5) | multispectral camera |
| 1st Author's Name | Katsuya Oseki |
| 1st Author's Affiliation | Toyohashi University of Technology(Toyohashi University of Tech.) |
| 2nd Author's Name | Yasushi Kanazawa |
| 2nd Author's Affiliation | Toyohashi University of Technology(Toyohashi University of Tech.) |
| Date | 2021-03-05 |
| Paper # | PRMU2020-88 |
| Volume (vol) | vol.120 |
| Number (no) | PRMU-409 |
| Page | pp.pp.109-114(PRMU), |
| #Pages | 6 |
| Date of Issue | 2021-02-25 (PRMU) |