NDLI: Efficient Measurement of Eye Blinking under Various Illumination Conditions for Drowsiness Detection Systems

Content Provider	IEEE Xplore Digital Library
Author	Ilkwon Park Jung-Ho Ahn Hyeran Byun
Copyright Year	2006
Description	Author affiliation: Dept. Of Comput. Sci., Yonsei Univ. (Ilkwon Park; Jung-Ho Ahn; Hyeran Byun)
Abstract	In this paper, we propose an efficient way of measuring the level of eye blinking under various illumination conditions (such as day and night) for drowsiness detection systems which use a single camera. Determining the level of drowsiness by using eye blinking, it is an important way of detecting eye positions and measuring eyelid movements. For robust eye detection under various illumination conditions, we propose a simple illumination compensation algorithm and a novel way of measuring of eyelid movements. In order to estimate the performance of the proposed methods, we collected video data during real driving situations under various illumination conditions, such as during the day and during the night. Experimental results demonstrate an average eye detection rate of over 98% and an accurate measurement of eye blinking when using the proposed drowsiness detection system
Sponsorship	IEEE CPS
Starting Page	383
Ending Page	386
File Size	835627
Page Count	4
File Format	PDF
ISBN	0769525210
ISSN	10514651
DOI	10.1109/ICPR.2006.476
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-08-20
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Lighting Cameras Motion measurement Eyelids Robustness Monitoring Infrared imaging Light sources Light emitting diodes Computer science
Content Type	Text
Resource Type	Article
Subject	Computer Vision and Pattern Recognition

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