| Presentation | 2019-09-13 Developing an algorithm to estimate snow depth via AMeDAS observation environment monitoring camera Tomofumi Kitamura, Kenji Kobayashi, Yoshinori Mizuno, Masato Mori, Shinichi Miyatake, Kazuyuki Shibuya, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We have been developing a snow depth estimation algorithm using an observation environment monitoring camera that will be installed for the purpose of managing the AMeDAS observatory. In this study, we have introduced the AI models used for snow depth estimations and the method of creating training data. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Snow depth / Image Analysis / Machine Learning / Weather Observation / AMeDAS |
| Paper # | AI2019-22 |
| Date of Issue | 2019-09-06 (AI) |
| Conference Information | |
| Committee | AI |
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| Conference Date | 2019/9/13(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Naoki Fukuta(Shizuoka Univ.) |
| Vice Chair | Yuichi Sei(Univ. of Electro-Comm.) / Yuko Sakurai(AIST) |
| Secretary | Yuichi Sei(Osaka Univ.) / Yuko Sakurai(Tokyo Univ. of Agriculture and Technology) |
| Assistant | |
| Paper Information | |
| Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Developing an algorithm to estimate snow depth via AMeDAS observation environment monitoring camera |
| Sub Title (in English) | |
| Keyword(1) | Snow depth |
| Keyword(2) | Image Analysis |
| Keyword(3) | Machine Learning |
| Keyword(4) | Weather Observation |
| Keyword(5) | AMeDAS |
| 1st Author's Name | Tomofumi Kitamura |
| 1st Author's Affiliation | Japan Meteorological Agency(JMA) |
| 2nd Author's Name | Kenji Kobayashi |
| 2nd Author's Affiliation | Japan Meteorological Agency(JMA) |
| 3rd Author's Name | Yoshinori Mizuno |
| 3rd Author's Affiliation | Meteorological Research Institute(MRI) |
| 4th Author's Name | Masato Mori |
| 4th Author's Affiliation | Japan Meteorological Agency(JMA) |
| 5th Author's Name | Shinichi Miyatake |
| 5th Author's Affiliation | Japan Meteorological Agency(JMA) |
| 6th Author's Name | Kazuyuki Shibuya |
| 6th Author's Affiliation | Japan Meteorological Agency(JMA) |
| Date | 2019-09-13 |
| Paper # | AI2019-22 |
| Volume (vol) | vol.119 |
| Number (no) | AI-202 |
| Page | pp.pp.19-24(AI), |
| #Pages | 6 |
| Date of Issue | 2019-09-06 (AI) |