PMID- 25340719 OWN - NLM STAT- MEDLINE DCOM- 20150624 LR - 20141024 IS - 1464-522X (Electronic) IS - 0309-1902 (Linking) VI - 38 IP - 8 DP - 2014 Nov TI - Eye blinking-based method for detecting driver drowsiness. PG - 416-9 LID - 10.3109/03091902.2014.968679 [doi] AB - Drowsy driving is a major cause of traffic accidents. Eye blinking is considered as important evidence of driver drowsiness. In this paper, a portable and low cost device for monitoring a driver's drowsiness is proposed. The proposed system consists of two main parts that detect eye blinking based on IR sensors mounted on eyewear. Depending on the reflected and absorbed IR radiation, this system detects and classifies the eye blinking into normal blinking (NB) or prolonged blinking (PB). The detected prolonged blinking is used to trigger an audio/visual alarm system which draws the driver's attention back. The system was simulated initially by LabVIEW(R) software. Moreover, the system was bench tested on 15 adult volunteers; eye blinking were detected and classified successfully for all subjects. The results of this research are promising and additional investigation is required to further improve the method. FAU - Ma'touq, Jumana AU - Ma'touq J AD - Department of Biomedical Engineering, School of Applied Medical Sciences, German Jordanian University , Amman , Jordan and. FAU - Al-Nabulsi, Jamal AU - Al-Nabulsi J FAU - Al-Kazwini, Akeel AU - Al-Kazwini A FAU - Baniyassien, Ahmed AU - Baniyassien A FAU - Al-Haj Issa, Ghassan AU - Al-Haj Issa G FAU - Mohammad, Haitham AU - Mohammad H LA - eng PT - Journal Article PL - England TA - J Med Eng Technol JT - Journal of medical engineering & technology JID - 7702125 SB - IM MH - Accidents, Traffic/*prevention & control MH - *Blinking MH - Computer Simulation MH - Female MH - Humans MH - Male MH - Optical Devices MH - Signal Processing, Computer-Assisted MH - Software MH - *Wakefulness OTO - NOTNLM OT - Drowsy driving OT - driver alertness OT - eye blinking OT - eyewear EDAT- 2014/10/24 06:00 MHDA- 2015/06/25 06:00 CRDT- 2014/10/24 06:00 PHST- 2014/10/24 06:00 [entrez] PHST- 2014/10/24 06:00 [pubmed] PHST- 2015/06/25 06:00 [medline] AID - 10.3109/03091902.2014.968679 [doi] PST - ppublish SO - J Med Eng Technol. 2014 Nov;38(8):416-9. doi: 10.3109/03091902.2014.968679.