Driver’s Fatigue Detection Based on Yawning Extraction
Joint Authors
Ulaywah, Nawal
Rziza, Mohammed
Amine, Aouatif
Source
International Journal of Vehicular Technology
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-08-05
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Telecommunications Engineering
Electronic engineering
Abstract EN
The increasing number of traffic accidents is principally caused by fatigue.
In fact, the fatigue presents a real danger on road since it reduces driver capacity to react and analyze information.
In this paper we propose an efficient and nonintrusive system for monitoring driver fatigue using yawning extraction.
The proposed scheme uses face extraction based support vector machine (SVM) and a new approach for mouth detection, based on circular Hough transform (CHT), applied on mouth extracted regions.
Our system does not require any training data at any step or special cameras.
Some experimental results showing system performance are reported.
These experiments are applied over real video sequences acquired by low cost web camera and recorded in various lighting conditions.
American Psychological Association (APA)
Ulaywah, Nawal& Amine, Aouatif& Rziza, Mohammed. 2014. Driver’s Fatigue Detection Based on Yawning Extraction. International Journal of Vehicular Technology،Vol. 2014, no. 2014, pp.1-7.
https://search.emarefa.net/detail/BIM-489804
Modern Language Association (MLA)
Ulaywah, Nawal…[et al.]. Driver’s Fatigue Detection Based on Yawning Extraction. International Journal of Vehicular Technology No. 2014 (2014), pp.1-7.
https://search.emarefa.net/detail/BIM-489804
American Medical Association (AMA)
Ulaywah, Nawal& Amine, Aouatif& Rziza, Mohammed. Driver’s Fatigue Detection Based on Yawning Extraction. International Journal of Vehicular Technology. 2014. Vol. 2014, no. 2014, pp.1-7.
https://search.emarefa.net/detail/BIM-489804
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-489804