Title :
A monitoring method of driver fatigue behavior based on machine vision
Author :
Wang Rong-ben ; Ke-You, Guo ; Shu-Ming, Shi ; Jiang-Wei, Chu
Author_Institution :
Transp. Coll., Jilin Univ., Changchun, China
Abstract :
In this paper, we bring forward an algorithm based on face skin color model for driver´s eyes orientation, use Gabor wavelet to extract texture feature of driver´s eye, and use Neural Network classifier to identify driver´s fatigue behavior. Finally, we utilize driver´s eyes image matching to trace driver´s eyes in real time, and realize driver fatigue behavior monitoring.
Keywords :
computer vision; computerised monitoring; image colour analysis; neural nets; real-time systems; traffic engineering computing; Gabor wavelet; driver fatigue behavior; drivers eyes image matching; drivers eyes orientation; face skin color model; machine vision; monitoring method; neural network classifier; real time systems; texture feature; trace drivers eyes; Condition monitoring; Eyes; Face detection; Fatigue; Feature extraction; Gaussian distribution; Image color analysis; Machine vision; Pixel; Skin;
Conference_Titel :
Intelligent Vehicles Symposium, 2003. Proceedings. IEEE
Print_ISBN :
0-7803-7848-2
DOI :
10.1109/IVS.2003.1212893
