Art

J-GLOBAL ID：201902257895700826   Reference number：19A0017657

Analysis of body pressure distribution on car seats by using deep learning

深層学習を用いた自動車シートの体圧分布解析【JST・京大機械翻訳】

Author (8)： Mitsuya Reiko (Research Institute for Science and Engineering, Waseda University, Shinjuku, Tokyo, 169-8555, Japan) ,  Kato Kazuhito (Seating Development, NHK Spring Co. Ltd, Kanazawa-ku, Yokohama, 236-0004, Japan) ,  Kou Nei (Seating Development, NHK Spring Co. Ltd, Kanazawa-ku, Yokohama, 236-0004, Japan) ,  Nakamura Takeshi (Seating Development, NHK Spring Co. Ltd, Kanazawa-ku, Yokohama, 236-0004, Japan) ,  Sugawara Kohei (Department of Intermedia Art and Science, School of Fundamental Science and Engineering, Waseda University, Shinjuku, Tokyo, 169-8555, Japan) ,  Dobashi Hiroki (Department of Intermedia Art and Science, School of Fundamental Science and Engineering, Waseda University, Shinjuku, Tokyo, 169-8555, Japan) ,  Sugita Takuro (Department of Intermedia Art and Science, School of Fundamental Science and Engineering, Waseda University, Shinjuku, Tokyo, 169-8555, Japan) ,  Kawai Takashi (Department of Intermedia Art and Science, School of Fundamental Science and Engineering, Waseda University, Shinjuku, Tokyo, 169-8555, Japan)
Material： Applied Ergonomics  (Appl Ergon)
Volume： 75  Page： 283-287  Publication year： 2019 
JST Material Number： E0803A  ISSN： 0003-6870  Document type： Article
Article type： 原著論文  Country of issue： United Kingdom (GBR)  Language： ENGLISH (EN)

Abstract/Point： This study aimed to extract in...

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Thesaurus term： pressure distribution ,  sensory test ,  amenity ,  *seat ,  support vector machine ,  feature extraction ,  Machine Learning ,  backrest ,  high accuracy ,  cushion ,  *body pressure ,  body pressure distribution ,  *deep learning
Semi thesaurus term： 正解率 , 【Automatic Indexing@JST】

Author keywords (6)： Body pressure distribution ,  Car seat ,  Machine learning ,  Deep learning ,  Support vector machine ,  Characteristics extraction

JST classification (1)： Man-machine system  (IB03000G)

Terms in the title (4)： 深層学習 ,  自動車 ,  体圧分布 ,  解析