Title :
Design and Simulated Implementation of MATLAB-Based Warning System for Fatigue Driving Driver
Author :
Jian, Wang ; Bing, Liu
Author_Institution :
Coll. of Inf. Sci. & Eng., Northeastern Univ. of China, Shenyang, China
Abstract :
In order to prevent fatigue driving, through many studies of the driver´s eyes, a Matlab-based fatigue driving detection system is designed and simulated based on image processing technology. The system samples sequences of images with an camera and its built-in light source, and then locates the eye-point in the image and tracks it, calculates the area of the eyes, finally makes judgment on whether the driver is driving with fatigue or not and warns him according to the judgment. The simulation test result shows that the recognition ratio of shallow fatigued drivers is 81.5%, and the recognition ratio of moderate fatigued drivers and deep fatigued drivers is 100%.
Keywords :
alarm systems; driver information systems; eye; image sampling; image sequences; mathematics computing; driver eye; fatigue driving driver detection; image processing technology; image sampling; image sequence; matlab-based warning system; Alarm systems; Cameras; Computer languages; Electroencephalography; Eyes; Fatigue; Head; Image processing; Interference; Road accidents; Detection System for Fatigue; Image Processing Technology; Location and Tracking of Eye-point;
Conference_Titel :
Hybrid Intelligent Systems, 2009. HIS '09. Ninth International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-0-7695-3745-0
DOI :
10.1109/HIS.2009.210