|Table of Contents|

Driver Fatigue Monitoring Based on Eye State Recognition

《南京理工大学学报》（自然科学版）[ISSN:1005-9830/CN:32-1397/N]

Issue:
2010年04期
Page:
448-453
Research Field:
Publishing date:

Info

Title:
Driver Fatigue Monitoring Based on Eye State Recognition
Author(s):
WANG Qiong; WANG Huan; ZHAO Chun-xia; YANG Jing-yu
School of Computer Science and Technology,NUST,Nanjing 210094,China
Keywords:
driver fatigue monitoring;  eye tracking;  face tracking;  eye state recognition
PACS:
TP274
DOI:
-
Abstract:
A driver fatigue monitoring algorithm based on eye state recognition is proposed here.In the first frame,eye windows are detected by face detection followed with an accurate eye localization algorithm.For eye tracking,several complementary features are extracted from the detected eye window and fused in probability form in particle filter tracking framework.The CAMShift algorithm is also exploited to track the face region,and the eye detection algorithm is still used to detect reliable eye pairs,so as to verify and correct the tracking result of the particle filter.The spirit status of drivers can be detected by analyzing eye states in continuous image frames.Experiments show that the proposed algorithm can well handle pose changes,camera jitter and partial occlusion.

References:

[ 1] ?? 毛喆, 初秀民. 汽车驾驶员驾驶疲劳监测技术研究 进展[ J] . 中国安全科学学报, 2005, 15 ( 3) : 108 - 112. [ 2 ] 李力, 王飞跃, 郑南宁. 驾驶行为智能分析的研究 与发展[ J] . 自动化学报, 2007, 33 ( 10 ): 1014 - 1022.
[ 3] 李晓明, 何国红. 疲劳驾驶监控中的眼睛状态识别 方法[ J]. 电子工艺技术, 2007, 28( 2): 102- 105.
[ 4] 翁茂荣. 基于眼睛状态的驾驶员疲劳模糊识别研 究[ J] . 计算机仿真, 2008, ( 25) 6: 244- 247.
[ 5] FukunagaK, H ostetle rL D. The estim ation of the g ra?? d ient o f a density function w ith app lications in pattern recogn ition [ J ]. IEEE Transactions on Info rma tion Theory, 1975, 21( 1): 32- 40.
[ 6] Bradsk iG R. Rea l tim e face and ob ject tracking as a component o f a perceptual use r inte rface [ A ]. Pro?? ceedings of the WACV [ C ]. Pr ince ton, USA: IEEE Press, 1998: 214- 219.
[ 7] De D ios J, Garc ia N. Face detec tion based on a new co lor space YCgC r [ A ]. Proceed ings of IC IP [ C ]. Barcelona, Spa in: IEEE Press, 2003: 909- 912.
[ 8] 陈艳琴, 罗大庸. 基于Kalman滤波和M ean Shift算 法的人眼实时跟踪[ J]. 模式识别与人工智能, 2004, 17( 2): 173- 177.
[ 9] H orngW en??B ing, Chen Ch ih??Yuan, Chang Y,i et a.l Driver fa tigue detection based on eye track ing and dy?? nam ic, temp la tem atch ing[ A ]. Pro ceedings of ICNSC [ C ]. Taibe ,i Ta iw an, China: IEEE Press, 2004: 21- 23.

Memo

Memo:
-
Last Update: 2012-11-02