A monitoring method of driver fatigue behavior - Based on machine vision

被引：33

作者：

Wang, RB ^{[1
]}

Guo, KY ^{[1
]}

Shi, SM ^{[1
]}

Chu, JW ^{[1
]}

机构：

[1] Jilin Univ, Transportat Coll, Changchun 130023, Jilin, Peoples R China

来源：

IEEE IV2003: INTELLIGENT VEHICLES SYMPOSIUM, PROCEEDINGS | 2003年

关键词：

D O I：

10.1109/IVS.2003.1212893

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In this paper, we bring forward an algorithm based on face skin color model for driver's eyes orientation, use Gabor wavelet to extract texture feature of driver's eye, and use Neural Network classifier to identify driver's fatigue behavior. Finally, we utilize driver's eyes image matching to trace driver's eyes in real time, and realize driver fatigue behavior monitoring.

引用

页码：110 / 113

页数：4

共 4 条

[1]

DAUGMAN J, 1988, IEEE T ASASP, V16, P1169

[2] UNCERTAINTY RELATION FOR RESOLUTION IN SPACE, SPATIAL-FREQUENCY, AND ORIENTATION OPTIMIZED BY TWO-DIMENSIONAL VISUAL CORTICAL FILTERS [J].

DAUGMAN, JG .

JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1985, 2 (07) :1160-1169

[3]

Gabor D., 1946, J I ELEC ENGRS PART, V93, P429, DOI [DOI 10.1049/JI-3-2.1946.0074, 10.1049/ji-3-2.1946.0074, 10.1049/JI-3-2.1946.0074]

[4] UNSUPERVISED TEXTURE SEGMENTATION USING GABOR FILTERS [J].

JAIN, AK ;

FARROKHNIA, F .

PATTERN RECOGNITION, 1991, 24 (12) :1167-1186

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