Detection of driver cognitive distraction: An SVM based real-time algorithm and its comparison study in typical driving scenarios

• Published in: 2016 IEEE Intelligent Vehicles Symposium (IV) pp. 394 - 399
• Main Authors: Liao, Yuan, Li, Shengbo Eben, Li, Guofa, Wang, Wenjun, Cheng, Bo, Chen, Fang
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2016
• Subjects: active safety; Classification algorithms; Clocks; cognitive distraction; Feature extraction; Road vehicle; Roads; support vector machine (SVM); Support vector machines; Vehicles

Detection of driver cognitive distraction is critical for active safety systems of road vehicles. Compared with visual distraction, cognitive distraction is more challenging for detection due to the lack of apparent exterior features. This paper presents a novel real-time detection algorithm for dri...