A driver fatigue recognition model using fusion of multiple features

• Published in: 2005 IEEE International Conference on Systems, Man and Cybernetics Vol. 2; pp. 1777 - 1784 Vol. 2
• Main Authors: Yang, G., Lin, Y., Bhattacharya, P.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 2005
• Subjects: Biomedical monitoring; Computer crashes; contextual / physiological features; D-S evidence theory; Driver fatigue; Electrocardiography; Electromyography; Emotion recognition; Fatigue; Frequency; information fusion; recognition; Roads; Skin; US Department of Transportation

By using the fusion of contextual, visual and non-visual features, a model based on Dempster-Shafer (D-S) evidence theory is proposed to obtain a reliable driver's fatigue recognition. Firstly, an overall model structure is set up with respect to the selected features and key symptoms of driver...