| Presentation | 2021-01-28 Detection System of Dead Trees Due to Pine Wilt Disease by Using Images Taken by a Drone Kazunori Murata, Haruo Kaneko, Masanobu Kobayashi, Masato Koyama, Takeshi Yajima, Koji Tokaji, Tomoyasu Ichikawa, Kenta Yamamukai, Hiroki Ito, Kenichi Yanagisawa, Yasushi Fuwa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We are developing a system to detect dead pine trees from aerial images taken from a drone by using an artificial intelligence to realize an efficient detection of dead pine trees. Substantially expansion of monitoring areas are expected. Positions of detected trees are indicated on maps in this system. Suitable flight conditions such as the flight heights and the image resolutions were revealed in several practises with drones. Aerial images were devided in small parts and used as learning data to build a neural network. Observed trees are classified by the neural network in four states which correspond to felling works. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Drone / AI / Pine wilt disease |
| Paper # | CAS2020-45,ICTSSL2020-30 |
| Date of Issue | 2021-01-21 (CAS, ICTSSL) |
| Conference Information | |
| Committee | CAS / ICTSSL |
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| Conference Date | 2021/1/28(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Students session, General session |
| Chair | Yasuhiro Takashima(Univ. of Kitakyushu) / Hiroshi Tamura(Chuo Univ.) |
| Vice Chair | Hiroki Sato(Sony LSI Design) / Koichi Gyoda(Shibaura Inst. of Tech.) / Munenari Inoguchi(Toyama Univ.) |
| Secretary | Hiroki Sato(Yamanashi Univ.) / Koichi Gyoda(Sony LSI Design) / Munenari Inoguchi(Synspective) |
| Assistant | Motoi Yamaguchi(TECHNOPRO) / Yohei Nakamura(Hitachi) / Shunichi Yokoyama(NIED) |
| Paper Information | |
| Registration To | Technical Committee on Circuits and Systems / 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) | Detection System of Dead Trees Due to Pine Wilt Disease by Using Images Taken by a Drone |
| Sub Title (in English) | |
| Keyword(1) | Drone |
| Keyword(2) | AI |
| Keyword(3) | Pine wilt disease |
| 1st Author's Name | Kazunori Murata |
| 1st Author's Affiliation | The Nagano Economic Research Institute(The Nagano Economic Research Institute) |
| 2nd Author's Name | Haruo Kaneko |
| 2nd Author's Affiliation | Shiojiri City Office(Shiojiri City) |
| 3rd Author's Name | Masanobu Kobayashi |
| 3rd Author's Affiliation | Calico Limited(Calico) |
| 4th Author's Name | Masato Koyama |
| 4th Author's Affiliation | Calico Limited(Calico) |
| 5th Author's Name | Takeshi Yajima |
| 5th Author's Affiliation | Koden Electronics Co., Ltd.(Koden Electronics) |
| 6th Author's Name | Koji Tokaji |
| 6th Author's Affiliation | Koden Electronics Co., Ltd.(Koden Electronics) |
| 7th Author's Name | Tomoyasu Ichikawa |
| 7th Author's Affiliation | Tokyo Aircraft Instrument Co.,Ltd.(Tokyo Aircraft Instrument) |
| 8th Author's Name | Kenta Yamamukai |
| 8th Author's Affiliation | Tokyo Aircraft Instrument Co.,Ltd.(Tokyo Aircraft Instrument) |
| 9th Author's Name | Hiroki Ito |
| 9th Author's Affiliation | TKK Works Co., Ltd.(TKK Works) |
| 10th Author's Name | Kenichi Yanagisawa |
| 10th Author's Affiliation | Nagano Prefecture Forestry Research Center(Nagano Prefecture Forestry Research Center) |
| 11th Author's Name | Yasushi Fuwa |
| 11th Author's Affiliation | Shinshu University(Shinshu University) |
| Date | 2021-01-28 |
| Paper # | CAS2020-45,ICTSSL2020-30 |
| Volume (vol) | vol.120 |
| Number (no) | CAS-346,ICTSSL-347 |
| Page | pp.pp.37-39(CAS), pp.37-39(ICTSSL), |
| #Pages | 3 |
| Date of Issue | 2021-01-21 (CAS, ICTSSL) |