A VISION-BASED SYSTEM FOR MONITORING DRIVER FATIGUE

Soetedjo, Aryuanto and Limpraptono, F. Yudi (2009) A VISION-BASED SYSTEM FOR MONITORING DRIVER FATIGUE. In: UNSPECIFIED.

[img] Text
2.pdf
Available under License Creative Commons Attribution Non-commercial Share Alike.
Download (218kB)

Abstract

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.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Uncontrolled Keywords: Driver fatigue, machine vision, face detection, eye detecton, fatigue detection
Subjects: Engineering > Electrical Engineering
Divisions: Fakultas Teknologi Industri > Teknik Elektro S1
Depositing User: Ms Nunuk Yuli
Date Deposited: 25 Feb 2019 01:39
Last Modified: 25 Feb 2019 02:07
URI: http://eprints.itn.ac.id/id/eprint/2327

Actions (login required)

View Item View Item
Eprints ITN Repository is powered by EPrints 3 which is developed by the School of Electronics and Computer Science at the University of Southampton. More information and software credits.