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Paper Abstract and Keywords
Presentation 2021-10-28 10:30
[Poster Presentation] AI image analysis using drones from the sky
Keita Endo (NIT), Tomotaka Kimura (Doshisha Univ.), Nobuhiko Itoh, Takefumi Hiraguri (NIT)
Abstract (in Japanese) (See Japanese page) 
(in English) Smart agriculture has been garnering attention to improve the efficiency of agricultural works. For example, advanced technologies such as drones and Artificial Intelligence(AI) may reduce labor, increase productivity, and grow high-quality crops.The aim of our study is to photograph fields of green onions from the sky using drones, then to predict the harvest time and observe the growth situation using AI image analysis.Therefore, in this paper, we proposed basic technology for area section classification of each field by using segmentation method using deep learning to analyze the cultivation situation of each field.
Keyword (in Japanese) (See Japanese page) 
(in English) Smart agriculture / AI / Drone / Image analysis / / / /  
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Conference Information
Committee MIKA  
Conference Date 2021-10-27 - 2021-10-29 
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Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English) Wireless Communication Systems, etc. 
Paper Information
Registration To MIKA 
Conference Code 2021-10-MIKA 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) AI image analysis using drones from the sky 
Sub Title (in English)  
Keyword(1) Smart agriculture  
Keyword(2) AI  
Keyword(3) Drone  
Keyword(4) Image analysis  
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1st Author's Name Keita Endo  
1st Author's Affiliation Nippon Institute of Technology (NIT)
2nd Author's Name Tomotaka Kimura  
2nd Author's Affiliation Doshisha University (Doshisha Univ.)
3rd Author's Name Nobuhiko Itoh  
3rd Author's Affiliation Nippon Institute of Technology (NIT)
4th Author's Name Takefumi Hiraguri  
4th Author's Affiliation Nippon Institute of Technology (NIT)
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Speaker Author-1 
Date Time 2021-10-28 10:30:00 
Presentation Time 60 minutes 
Registration for MIKA 
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