DocumentCode
3412535
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
Volume
2
fYear
2009
fDate
12-14 Aug. 2009
Firstpage
467
Lastpage
470
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Hybrid Intelligent Systems, 2009. HIS '09. Ninth International Conference on
Conference_Location
Shenyang
Print_ISBN
978-0-7695-3745-0
Type
conf
DOI
10.1109/HIS.2009.210
Filename
5254508
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