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
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