DocumentCode :
2314149
Title :
A Neuro-Genetic System Design for Monitoring Driver´s Fatigue: A Design Approach
Author :
Narole, N.G. ; Bajaj, P.R.
Author_Institution :
G.H. Raisoni Coll. of Eng., Nagpur
fYear :
2008
fDate :
16-18 July 2008
Firstpage :
711
Lastpage :
714
Abstract :
International statistics shows that a large number of road accidents are caused by driver fatigue. Therefore, a system that can detect oncoming driver fatigue and issue timely warning could help to prevent many accidents, and consequently save money and reduce personal suffering. In this proposed system security camera can be used that points directly towards the driverpsilas face and monitors the driverpsilas eyes & mouth in order to detect fatigue. If the fatigue is detected a warning signal is issued to alert the driver. The skin color based algorithm is used to detect the face of the driver. Once the face area is found, the eyes and mouth can be found by thresholding & segmentation process. The propose system uses neural network along with genetic algorithm for detecting the driverpsilas fatigue, named as neuron-genetic system.
Keywords :
accident prevention; driver information systems; face recognition; image colour analysis; image segmentation; road accidents; driver fatigue; face detection; fatigue detection; international statistics; neuro-genetic system; personal suffering; road accidents; segmentation process; skin color based algorithm; system security camera; thresholding process; warning signal; Cameras; Eyes; Face detection; Fatigue; Monitoring; Mouth; Road accidents; Security; Signal detection; Statistics; Neuro-Genetic -System;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Emerging Trends in Engineering and Technology, 2008. ICETET '08. First International Conference on
Conference_Location :
Nagpur, Maharashtra
Print_ISBN :
978-0-7695-3267-7
Electronic_ISBN :
978-0-7695-3267-7
Type :
conf
DOI :
10.1109/ICETET.2008.195
Filename :
4579992
Link To Document :
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