Driver's Face Tracking based on Improved CAMShift

The statistic shows that the number of casualty increase in every year due to road accident related to driver drowsiness. After long journey or sleepless night, vehicle driver will perform some bio-features with regard to drowsiness on them face. It is self-evident that getting location information...

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Main Authors: Kamarul Hawari, Ghazali, Ma, Jie, Xiao, Rui
Format: Article
Language:English
English
Published: MECS 2013
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/6366/1/Driver%27s_Face_Tracking_Based_on_Improved_CAMShift.pdf
http://umpir.ump.edu.my/id/eprint/6366/4/fkee-2013-hawari-Driver%27s%20Face%20Tracking.pdf
http://umpir.ump.edu.my/id/eprint/6366/
http://dx.doi.org/10.5815/ijigsp.2013.01.01
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Institution: Universiti Malaysia Pahang
Language: English
English
id my.ump.umpir.6366
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spelling my.ump.umpir.63662018-02-21T04:56:13Z http://umpir.ump.edu.my/id/eprint/6366/ Driver's Face Tracking based on Improved CAMShift Kamarul Hawari, Ghazali Ma, Jie Xiao, Rui TK Electrical engineering. Electronics Nuclear engineering The statistic shows that the number of casualty increase in every year due to road accident related to driver drowsiness. After long journey or sleepless night, vehicle driver will perform some bio-features with regard to drowsiness on them face. It is self-evident that getting location information of head in continuous monitoring and surveillance system rapidly and accurately can help prevent many accidents, and consequently save money and reduce personal suffering. In this paper, according the real situation in vehicle, an improved CAMShift approach is proposed to tracking motion of driver’s head. Results from experiment show the significant performance of proposed approach in driver’s head tracking. MECS 2013 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/6366/1/Driver%27s_Face_Tracking_Based_on_Improved_CAMShift.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/6366/4/fkee-2013-hawari-Driver%27s%20Face%20Tracking.pdf Kamarul Hawari, Ghazali and Ma, Jie and Xiao, Rui (2013) Driver's Face Tracking based on Improved CAMShift. International Journal of Image, Graphics and Signal Processing (IJIGSP), 5 (1). pp. 1-7. ISSN 2074-9074 (print); 2074-9082 (online) http://dx.doi.org/10.5815/ijigsp.2013.01.01 DOI: 10.5815/ijigsp.2013.01.01
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Kamarul Hawari, Ghazali
Ma, Jie
Xiao, Rui
Driver's Face Tracking based on Improved CAMShift
description The statistic shows that the number of casualty increase in every year due to road accident related to driver drowsiness. After long journey or sleepless night, vehicle driver will perform some bio-features with regard to drowsiness on them face. It is self-evident that getting location information of head in continuous monitoring and surveillance system rapidly and accurately can help prevent many accidents, and consequently save money and reduce personal suffering. In this paper, according the real situation in vehicle, an improved CAMShift approach is proposed to tracking motion of driver’s head. Results from experiment show the significant performance of proposed approach in driver’s head tracking.
format Article
author Kamarul Hawari, Ghazali
Ma, Jie
Xiao, Rui
author_facet Kamarul Hawari, Ghazali
Ma, Jie
Xiao, Rui
author_sort Kamarul Hawari, Ghazali
title Driver's Face Tracking based on Improved CAMShift
title_short Driver's Face Tracking based on Improved CAMShift
title_full Driver's Face Tracking based on Improved CAMShift
title_fullStr Driver's Face Tracking based on Improved CAMShift
title_full_unstemmed Driver's Face Tracking based on Improved CAMShift
title_sort driver's face tracking based on improved camshift
publisher MECS
publishDate 2013
url http://umpir.ump.edu.my/id/eprint/6366/1/Driver%27s_Face_Tracking_Based_on_Improved_CAMShift.pdf
http://umpir.ump.edu.my/id/eprint/6366/4/fkee-2013-hawari-Driver%27s%20Face%20Tracking.pdf
http://umpir.ump.edu.my/id/eprint/6366/
http://dx.doi.org/10.5815/ijigsp.2013.01.01
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