A VISION-BASED SYSTEM FOR MONITORING DRIVER FATIGUE
| Main Authors: | Soetedjo, Aryuanto, Limpraptono, F. Yudi |
|---|---|
| Format: | Proceeding PeerReviewed Book |
| Bahasa: | eng |
| Terbitan: |
Institut Teknologi Nasional Malang
, 2009
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| Subjects: | |
| Online Access: |
http://eprints.itn.ac.id/2327/1/2.pdf http://eprints.itn.ac.id/2327/ |
Daftar Isi:
- A VISION-BASED SYSTEM FOR MONITORING DRIVER FATIGUE Aryuanto1) F. Yudi Limpraptono2) 1,2 Department of Electrical Engineering, Institut Teknologi Nasional (ITN) Malang Jalan Raya Karanglo Km. 2 Malang 1 aryuanto@gmail.com, 2 fyudil@yahoo.com Abstract This paper presents a vision-based system for monitoring driver fatigue. The system is divided into three stages: face detection, eye detection, and fatigue detection. Face detection based on the skin color segmentation is used to localize face image from a whole image. To overcome the normalized RGB chromaticity diagram is adopted. After face is localized, eye is detected by PERCLOS (percentage of eye closure over time) is calculated and used to detect a fatigue condition. Keywords : Driver fatigue, machine vision, face detection, eye detecton, fatigue detection.