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Summary & Details

Data Collection and Machine Learning-Based Detection Models for Drunk Driving

飲酒運転のデータ収集と機械学習による検知モデル開発

Delivery: Available on this site

Format: PDF

Price: Non-members (tax incl.)：￥1,100 Members (tax incl.)：￥880

Publication code: 20264238

Paper/Info type: Journal of Society of Automotive Engineers of Japan

Vol.80 No.4

Pages: 98-103(Total 6 p)

Date of publication: Apr 2026

Publisher: JSAE

Language: Japanese

Detailed Information

Category(J)	ホットトピックス Translation
Author(J)	1) 山高　大乗, 2) 山岡　将綺, 3) 中村　典雅, 4) 伊藤　隆文
Author(E)	1) Minori Yama, 2) Masaki Yamaoka, 3) Norimasa Nakamura, 4) Takafumi Ito
Affiliation(J)	1) デンソー, 2) デンソー, 3) デンソー, 4) デンソー
Abstract(J)	DSと実車で飲酒前後の運転データを取得し、機械学習による飲酒検知モデルを開発した。特にDSM由来の眼球運動指標が有効で、1次元コンボリューションニューラルネットワークが最高精度を示した。 Translation

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