Driver inattention detection methods: a review
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IEEE Conference Publications
2014
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my.unimap-333272014-04-01T08:29:56Z Driver inattention detection methods: a review Sahayadhas, Arun Sundaraj, Kenneth, Prof. Dr. Murugappan, M arurun@gmail.com kenneth@unimap.edu.my murugappan@unimap.edu.my Behavioral measures Distraction detection system Inattention detection system Physiological measures Road accidents Vehicle based measures Link to publisher's homepage at http://ieeexplore.ieee.org/ In recent years, driver inattention or distraction is one of the major causes for road accidents. If the distracted driver is alerted on time, most of the physical injuries, deaths, and economic losses can be avoided. To find if the driver is distracted, an efficient inattention detection system has to be developed. Towards the same, researchers have measured driver inattention level based on any one of the following four measures: (1) subjective ratings from the driver, (2) vehicle based measures, (3) physiological measures and (4) behavioral measures. In this paper, we aim to review the above measures used to detect driver inattention based on their advantages and limitations. The issues to be considered while developing an efficient inattention detection system are discussed. The inattention detection system should be designed in such a way that it triggers the alert system only when the driver is distracted beyond the acceptable limit. 2014-04-01T08:29:56Z 2014-04-01T08:29:56Z 2012 Working Paper IEEE Conference on Sustainable Utilization and Development in Engineering and Technology (STUDENT), 2012, pages 1-6 978-1-4673-1649-1 (Print) 1985-5753 http://dspace.unimap.edu.my:80/dspace/handle/123456789/33327 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6408351&queryText%3DDriver+inattention+detection+methods%3A+A+review http://dx.doi.org/10.1109/STUDENT.2012.6408351 en IEEE Conference Publications |
| institution |
Universiti Malaysia Perlis |
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UniMAP Library |
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| continent |
Asia |
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Malaysia |
| content_provider |
Universiti Malaysia Perlis |
| content_source |
UniMAP Library Digital Repository |
| url_provider |
http://dspace.unimap.edu.my/ |
| language |
English |
| topic |
Behavioral measures Distraction detection system Inattention detection system Physiological measures Road accidents Vehicle based measures |
| spellingShingle |
Behavioral measures Distraction detection system Inattention detection system Physiological measures Road accidents Vehicle based measures Sahayadhas, Arun Sundaraj, Kenneth, Prof. Dr. Murugappan, M Driver inattention detection methods: a review |
| description |
Link to publisher's homepage at http://ieeexplore.ieee.org/ |
| author2 |
arurun@gmail.com |
| author_facet |
arurun@gmail.com Sahayadhas, Arun Sundaraj, Kenneth, Prof. Dr. Murugappan, M |
| format |
Working Paper |
| author |
Sahayadhas, Arun Sundaraj, Kenneth, Prof. Dr. Murugappan, M |
| author_sort |
Sahayadhas, Arun |
| title |
Driver inattention detection methods: a review |
| title_short |
Driver inattention detection methods: a review |
| title_full |
Driver inattention detection methods: a review |
| title_fullStr |
Driver inattention detection methods: a review |
| title_full_unstemmed |
Driver inattention detection methods: a review |
| title_sort |
driver inattention detection methods: a review |
| publisher |
IEEE Conference Publications |
| publishDate |
2014 |
| url |
http://dspace.unimap.edu.my:80/dspace/handle/123456789/33327 |
| _version_ |
1643797138581225472 |
| score |
13.214268 |