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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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
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
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)