DocumentCode
2028547
Title
Driver fatigue detection algorithm based on eye features
Author
Tang, Jie ; Fang, Zuhua ; Hu, Shifeng ; Sun, Ying
Author_Institution
Coll. of Inf., Mech. & Electr. Eng., Shanghai Normal Univ., Shanghai, China
Volume
5
fYear
2010
fDate
10-12 Aug. 2010
Firstpage
2308
Lastpage
2311
Abstract
This paper proposes a method of driver fatigue detection based on eye features - utilizing frame-difference projection to localize right and left boundaries of the face, then horizontal gray projection curve to localize approximate horizontal position of the eyes, and third, template matching to get the accurate eye position of the initial frame. After reliable localization of it, use dynamic template matching to track the eye position of next frames. Finally, detect eye state through similarity, which provides a basis for further fatigue detection.
Keywords
eye; face recognition; feature extraction; image matching; road safety; driver fatigue detection algorithm; eye features; eye position tracking; face localization; frame-difference projection; horizontal gray projection curve; template matching; Accuracy; Driver circuits; Face; Fatigue; Feature extraction; Image edge detection; Lighting; Sobel operator; frame-difference projection; gray projection; template matching;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location
Yantai, Shandong
Print_ISBN
978-1-4244-5931-5
Type
conf
DOI
10.1109/FSKD.2010.5569306
Filename
5569306
Link To Document