Driver drowsiness detection with eyelid related parameters by Support Vector Machine

• Published in: Expert systems with applications Vol. 36; no. 4; pp. 7651 - 7658
• Main Authors: Hu, Shuyan, Zheng, Gangtie
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.05.2009
• Subjects: Driver drowsiness prediction; Paired t-test; Physiological signal; SVM; Paired t-test; Driver drowsiness prediction; SVM; Physiological signal
• ISSN: 0957-4174; 1873-6793
• DOI: 10.1016/j.eswa.2008.09.030

Various investigations show that drivers’ drowsiness is one of the main causes of traffic accidents. Thus, countermeasure device is currently required in many fields for sleepiness related accident prevention. This paper intends to perform the drowsiness prediction by employing Support Vector Machin...