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  • Summary & Details

Promotion of Proactive Behavioral Change to Prevent Human Error (Part 4) Estimation of Driver's Head Pose, Gaze, and Driving Posture and Visualization of Gaze Targets Using In-Vehicle Cameras for Driving Behavior Analysis

ヒューマンエラー防止のための主体的行動変容の促進 (第4報)運転行動分析のための車載カメラによるドライバ顔向き・視線・姿勢推定および視認対象物の可視化

Detailed Information

Author(J)1) 石原 稜大, 2) 山崎 彬人, 3) 吉武 宏, 4) 小竹 元基
Author(E)1) Ryota Ishihara, 2) Akito Yamasaki, 3) Hiroshi Yoshitake, 4) Motoki Shino
Affiliation(J)1) 名城大学, 2) 名城大学, 3) 東京科学大学, 4) 東京科学大学
Affiliation(E)1) Meijo University, 2) Meijo University, 3) Institute of Science Tokyo, 4) Institute of Science Tokyo
Abstract(J)ドライバの主体的な行動変容を促す支援方策の構築には,運転行動の定量的な分析が不可欠である.本研究では,車載カメラ映像から顔向き・視線・姿勢を非接触で推定し,さらに視線方向を外界映像上に投影することで視認対象を可視化するシステムを提案する.実車環境での実験により本手法の有効性を示す.

Translation

Abstract(E)Quantitative analysis of driving behavior is essential for developing assistance strategies that promote drivers' autonomous behavioral change. In this study, we propose a system that estimates a driver's head pose, gaze direction, and driving posture from in-vehicle camera images in a non-contact manner, and visualizes gaze targets by projecting the gaze direction onto the forward-view image. The effectiveness of the proposed method is demonstrated through experiments in an actual vehicle environment.

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