Study on Detection of Driver’s Drowsiness Level
This paper describes the detection of a driver’s drowsiness level rated by facial expression. An experiment was conducted to evaluate the method for building a model to estimate drowsiness. Thirty-one participants were instructed to follow a high-speed vehicle in a driving simulator to reduce the arousal level. Eleven measurements, including the facial expression, driving behavior, and physiological measurements, were recorded. The correlation between the drowsiness level and measurements were analyzed. The measured values with strong contributions to the estimated drowsiness level were extracted.
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Supplemental Notes:
- Abstract reprinted with permission from Intelligent Transportation Society of America.
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Corporate Authors:
1100 17th Street, NW, 12th Floor
Washington, DC United States 20036 -
Authors:
- Terada, Yoshihisa
- Kubotani, Hiroyuki
- Kitajima, Hiroki
- Suzuki, Kazuya
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Conference:
- 19th ITS World Congress
- Location: Vienna , Austria
- Date: 2012-10-22 to 2012-10-26
- Publication Date: 2012
Language
- English
Media Info
- Media Type: Digital/other
- Features: CD-ROM; Figures; Photos; References; Tables;
- Pagination: 8p
- Monograph Title: 19th ITS World Congress, Vienna, Austria, 22 to 26 October 2012
Subject/Index Terms
- TRT Terms: Attention; Distraction; Driver performance; Drowsiness; Face; Physiological aspects; Travel behavior
- Subject Areas: Highways; Safety and Human Factors; I83: Accidents and the Human Factor;
Filing Info
- Accession Number: 01498972
- Record Type: Publication
- Files: TRIS
- Created Date: Nov 21 2013 9:14AM