Title :
The Study of Driver Fatigue Monitor Algorithm Combined PERCLOS and AECS
Author :
Liying Lang ; Haoxiang Qi
Author_Institution :
Dept. of Educ. Adm., Hebei Univ. of Eng., Handan
Abstract :
In this paper, combined PERCLOS and AECS, we introduce an algorithm to detect the driver fatigue. The algorithm, based on color image skin color segment, can directly transforms the RGB form image to the gradation image by the skin color segmentation, and then the eyes is detected. Then we identify eyepsilas condition through the judgment of eye area. Finally, this driver fatigue monitor algorithm calculates the speed of eye close at a short time.
Keywords :
driver information systems; image colour analysis; image segmentation; AECS; PERCLOS; color image skin color segmentation; driver fatigue monitor algorithm; gradation image; Eyelids; Eyes; Face detection; Fatigue; Humans; Image segmentation; Monitoring; Road accidents; Skin; Statistics; AECS; PERCLOS; driver fatigue; skin color segment;
Conference_Titel :
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-0-7695-3336-0
DOI :
10.1109/CSSE.2008.771
