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A computer vision-based alarming system for real-time detection of driver sleep

Driver’s alertness on road is very important in order to avoid any misfortunate accidents that can lead to injuries and in some worst case, death. The statistics proves that one of the significant factors that cause car crash is the driver sleepiness. In order to prevent any future accident...

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Main Authors: Khalifa, Othman Omran, Mohd Ariffian amnah, Shera Shahida
Format: Conference or Workshop Item
Language:English
English
Published: 2014
Subjects:
T10.5 Communication of technical information
Online Access:http://irep.iium.edu.my/39041/1/1118.pdf
http://irep.iium.edu.my/39041/2/Main.pdf
http://irep.iium.edu.my/39041/
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spelling my.iium.irep.39041 http://irep.iium.edu.my/39041/ A computer vision-based alarming system for real-time detection of driver sleep Khalifa, Othman Omran Mohd Ariffian amnah, Shera Shahida T10.5 Communication of technical information Driver’s alertness on road is very important in order to avoid any misfortunate accidents that can lead to injuries and in some worst case, death. The statistics proves that one of the significant factors that cause car crash is the driver sleepiness. In order to prevent any future accidents and as well as to prevent the driver from falling asleep during driving, this project is proposed. In this project, a proposed computer vision-based alarming system for real-time of driver sleep is presented. The system is suitable for driver monitoring as it does not disturb the driver with his driving. The proposed system involves the detection of the face of the driver with the help of a camera. Then, the facial features extraction is done for further processing. After that, the driver’s eye state whether it is open or closed is then determined. If the eyes of the driver are closed for some particular time, a warning is issued and thus generates the alarm 2014-09 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/39041/1/1118.pdf application/pdf en http://irep.iium.edu.my/39041/2/Main.pdf Khalifa, Othman Omran and Mohd Ariffian amnah, Shera Shahida (2014) A computer vision-based alarming system for real-time detection of driver sleep. In: 5th International Conference on Computer and Communication Engineering (ICCCE 2014), 23th - 25th September 2014, Kuala Lumpur.
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic T10.5 Communication of technical information
spellingShingle T10.5 Communication of technical information
Khalifa, Othman Omran
Mohd Ariffian amnah, Shera Shahida
A computer vision-based alarming system for real-time detection of driver sleep
description Driver’s alertness on road is very important in order to avoid any misfortunate accidents that can lead to injuries and in some worst case, death. The statistics proves that one of the significant factors that cause car crash is the driver sleepiness. In order to prevent any future accidents and as well as to prevent the driver from falling asleep during driving, this project is proposed. In this project, a proposed computer vision-based alarming system for real-time of driver sleep is presented. The system is suitable for driver monitoring as it does not disturb the driver with his driving. The proposed system involves the detection of the face of the driver with the help of a camera. Then, the facial features extraction is done for further processing. After that, the driver’s eye state whether it is open or closed is then determined. If the eyes of the driver are closed for some particular time, a warning is issued and thus generates the alarm
format Conference or Workshop Item
author Khalifa, Othman Omran
Mohd Ariffian amnah, Shera Shahida
author_facet Khalifa, Othman Omran
Mohd Ariffian amnah, Shera Shahida
author_sort Khalifa, Othman Omran
title A computer vision-based alarming system for real-time detection of driver sleep
title_short A computer vision-based alarming system for real-time detection of driver sleep
title_full A computer vision-based alarming system for real-time detection of driver sleep
title_fullStr A computer vision-based alarming system for real-time detection of driver sleep
title_full_unstemmed A computer vision-based alarming system for real-time detection of driver sleep
title_sort computer vision-based alarming system for real-time detection of driver sleep
publishDate 2014
url http://irep.iium.edu.my/39041/1/1118.pdf
http://irep.iium.edu.my/39041/2/Main.pdf
http://irep.iium.edu.my/39041/
_version_ 1643616736487931904
score 13.211869

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