A Novel Method for Fatigue Detection Based on Fuzzy Logic

被引:0
作者
Dong, Huailin [1 ]
Chen, Weijin [1 ]
Wu, Qingfeng [1 ]
机构
[1] Xiamen Univ, Software Sch, Xiamen, Fujian Province, Peoples R China
来源
ADVANCES IN SCIENCE AND ENGINEERING, PTS 1 AND 2 | 2011年 / 40-41卷
关键词
fuzzy logic; image processing; fatigue detection;
D O I
10.4028/www.scientific.net/AMM.40-41.560
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The problem of fatigue is becoming one of the factors impacting on the working and studying people. Therefore, how to detect whether the people are tired simply and effectively is paid attention to by more and more researchers. A novel method of fatigue testing based on fuzzy logic and image processing is proposed in this paper. Firstly, positive map and side elevation are extracted through camera device. Then motion detection determined to locate human faces and the frequency of eyes opening and closing is derived by using image processing techniques. Finally the angle between the head and the shoulder is calculated combined with a representation of time function and a fatigue threshold is set up. All of these are determined to estimate the degree of fatigue. Experimental results show that, the method can quickly detect the degree of fatigue simply.
引用
收藏
页码:560 / 565
页数:6
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