Presentation | 2021-07-08 Day and night situational awareness of irrigation canals and rivers using microbolometer array sensors and transfer learning Yuxuan Wang, Yuta Miura, Naoshi Eshita, Tsubasa Saito, Yuichi Sato, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | It is important to monitor the conditions of irrigation canals and rivers under the same conditions and recognize their dangers whatever day or night. We used a microbolometer array obtained by micromachining technology for semiconductor materials as an imaging device, and examined the possibility of recognizing the imaging of irrigation canals and rivers during the day and at night. In this study, we examined the recognition of the risk of water level based on the acquired image data using transfer learning. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | microbolometer array / image processing / transfer learning / irrigation canal / river |
Paper # | ICTSSL2021-8 |
Date of Issue | 2021-07-01 (ICTSSL) |
Conference Information | |
Committee | ICTSSL |
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Conference Date | 2021/7/8(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Online |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Koichi Gyoda(Shibaura Inst. of Tech.) |
Vice Chair | Munenari Inoguchi(Toyama Univ.) / Tomotaka Wada(Kansai Univ.) |
Secretary | Munenari Inoguchi(Synspective) / Tomotaka Wada(Hiroshima City Univ.) |
Assistant | Shunichi Yokoyama(Shinshu Univ.) |
Paper Information | |
Registration To | Technical Committee on Information and Communication Technologies for Safe and Secure Life |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Day and night situational awareness of irrigation canals and rivers using microbolometer array sensors and transfer learning |
Sub Title (in English) | |
Keyword(1) | microbolometer array |
Keyword(2) | image processing |
Keyword(3) | transfer learning |
Keyword(4) | irrigation canal |
Keyword(5) | river |
1st Author's Name | Yuxuan Wang |
1st Author's Affiliation | Akita University(Akita Univ.) |
2nd Author's Name | Yuta Miura |
2nd Author's Affiliation | Akita University(Akita Univ.) |
3rd Author's Name | Naoshi Eshita |
3rd Author's Affiliation | Akita University(Akita Univ.) |
4th Author's Name | Tsubasa Saito |
4th Author's Affiliation | Akita University(Akita Univ.) |
5th Author's Name | Yuichi Sato |
5th Author's Affiliation | Akita University(Akita Univ.) |
Date | 2021-07-08 |
Paper # | ICTSSL2021-8 |
Volume (vol) | vol.121 |
Number (no) | ICTSSL-97 |
Page | pp.pp.1-5(ICTSSL), |
#Pages | 5 |
Date of Issue | 2021-07-01 (ICTSSL) |