DocumentCode
3715374
Title
Fatigue detection based on isophote curve
Author
Zhenghong Deng;Ruijun Jing;Litao Jiao;Liyan Liu
Author_Institution
Department of Automatic Control Northwestern Polytechnical University Xi´an 710072, China
fYear
2015
Firstpage
146
Lastpage
150
Abstract
In order to improve the fatigue detection timeliness and accuracy, the optimization of isophote cure is used to locate the eyes, which reduces the amount of computation and improves the processing speed. First, according to facial features, the skin´s Gaussian model is established to differentiate face. The integral projection is used to locate the face. The area of eye is separated on the basis of three court five, and it uses the optimization of isophote cure to locate exactly eye. The gray value of the tiny area of eye is calculated and is used for the information of eye´s open and close, that is the PERCLOS value, and to determine whether one is fatigue or not. From the experiment, the system has a good timeliness and high detection accuracy.
Keywords
"Fatigue","Face","Face detection","Computers","Computational modeling","Skin","Face recognition"
Publisher
ieee
Conference_Titel
Computer and Computational Sciences (ICCCS), 2015 International Conference on
Print_ISBN
978-1-4799-1818-8
Type
conf
DOI
10.1109/ICCACS.2015.7361340
Filename
7361340
Link To Document