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Paper Abstract and Keywords
Presentation 2019-11-26 14:10
[Poster Presentation] Development and evaluation of habitat observation system of wild bird using UAV and machine learning technologies
Yoshihiro Higashiura, Hiroshi Yamamoto (Ritsumeikan Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, agricultural, forestry and fishery are be harmed by wild birds and it has become a significant problem. To prevent and solve this problem, we need a technology to support coexistence rather than repel wild birds from the point of view of ecosystem conservation. Therefore, it has been studied technologies that detect presence of wild birds by analyzing voice data. These voice data is collected by microphones and analyzed by using machine learning. In addition, to verify the ecosystem of wild birds, it requires vocal and visual observation in the field. However, frequent access to the mountain and forest area to collect voice data is a heavy burden for observers. Therefore, in this research, we develop a new observation system that can collect voice data by using UAV(Unmanned Aerial Vehicle) and estimate species and position of wild birds by using machine learning in the embedded system. The embedded system has a microphones that are attached to the UAV that can move freely in a hazardous place. In addition, the estimation accuracy of the position and the species of the wild birds is evaluated by experimental evaluation in a field.
Keyword (in Japanese) (See Japanese page) 
(in English) Localization / Machine Learning / Unmanned Aerial Vehicle / Sound Source Localization / / / /  
Reference Info. IEICE Tech. Rep.
Paper #  
Date of Issue  
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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Conference Information
Committee RISING  
Conference Date 2019-11-26 - 2019-11-27 
Place (in Japanese) (See Japanese page) 
Place (in English) Fukutake Learning Theater, Hongo Campus, Univ. Tokyo 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Researches on Super-Intelligent Networking, etc. 
Paper Information
Registration To RISING 
Conference Code 2019-11-RISING 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Development and evaluation of habitat observation system of wild bird using UAV and machine learning technologies 
Sub Title (in English)  
Keyword(1) Localization  
Keyword(2) Machine Learning  
Keyword(3) Unmanned Aerial Vehicle  
Keyword(4) Sound Source Localization  
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1st Author's Name Yoshihiro Higashiura  
1st Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
2nd Author's Name Hiroshi Yamamoto  
2nd Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
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Speaker
Date Time 2019-11-26 14:10:00 
Presentation Time 50 
Registration for RISING 
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