DocumentCode :
2694093
Title :
Affordable visual driver monitoring system for fatigue and monotony
Author :
Brandt, Thomas ; Stemmer, Ralf ; Rakotonirainy, Andry
Author_Institution :
GET Lab, Paderborn Univ., Germany
Volume :
7
fYear :
2004
fDate :
10-13 Oct. 2004
Firstpage :
6451
Abstract :
In this contribution we present a visual driver surveillance system to monitor the driver´s head motion as well as the eye blink patterns. Based on these measured features the system is able to detect symptoms of fatigue and monotony. The main advantages of the presented system in contrast to existing ones is the usage of standard equipment to achieve a good cost-performance ratio, fast computation time, the possibility of measurements in darkness and the consideration of monotony. The image analysis is realized in a coarse-to-fine architecture. At first the driver´s face is detected which is based on a boosted cascade of Haar wavelets. Then the eyes are searched in the face and occurring eye blinks measured by analyzing the optical flow of the eyes´ region. The performance of the system was tested successfully under ideal and natural conditions.
Keywords :
Haar transforms; computer vision; computerised monitoring; face recognition; image motion analysis; surveillance; traffic engineering computing; Haar wavelets; boosted cascade; face detection; image motion analysis; visual driver monitoring system; Computer architecture; Eyes; Face detection; Fatigue; Head; Image motion analysis; Measurement standards; Monitoring; Surveillance; Time measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2004 IEEE International Conference on
ISSN :
1062-922X
Print_ISBN :
0-7803-8566-7
Type :
conf
DOI :
10.1109/ICSMC.2004.1401415
Filename :
1401415
Link To Document :
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