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Gaze and Eye Tracking: Techniques and Applications in ADAS
Tracking drivers’ eyes and gazes is a topic of great interest in the research of advanced driving assistance systems (ADAS). It is especially a matter of serious discussion among the road safety researchers’ community, as visual distraction is considered among the major causes of road accidents. In...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6960643/ https://www.ncbi.nlm.nih.gov/pubmed/31847432 http://dx.doi.org/10.3390/s19245540 |
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author | Khan, Muhammad Qasim Lee, Sukhan |
author_facet | Khan, Muhammad Qasim Lee, Sukhan |
author_sort | Khan, Muhammad Qasim |
collection | PubMed |
description | Tracking drivers’ eyes and gazes is a topic of great interest in the research of advanced driving assistance systems (ADAS). It is especially a matter of serious discussion among the road safety researchers’ community, as visual distraction is considered among the major causes of road accidents. In this paper, techniques for eye and gaze tracking are first comprehensively reviewed while discussing their major categories. The advantages and limitations of each category are explained with respect to their requirements and practical uses. In another section of the paper, the applications of eyes and gaze tracking systems in ADAS are discussed. The process of acquisition of driver’s eyes and gaze data and the algorithms used to process this data are explained. It is explained how the data related to a driver’s eyes and gaze can be used in ADAS to reduce the losses associated with road accidents occurring due to visual distraction of the driver. A discussion on the required features of current and future eye and gaze trackers is also presented. |
format | Online Article Text |
id | pubmed-6960643 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-69606432020-01-23 Gaze and Eye Tracking: Techniques and Applications in ADAS Khan, Muhammad Qasim Lee, Sukhan Sensors (Basel) Review Tracking drivers’ eyes and gazes is a topic of great interest in the research of advanced driving assistance systems (ADAS). It is especially a matter of serious discussion among the road safety researchers’ community, as visual distraction is considered among the major causes of road accidents. In this paper, techniques for eye and gaze tracking are first comprehensively reviewed while discussing their major categories. The advantages and limitations of each category are explained with respect to their requirements and practical uses. In another section of the paper, the applications of eyes and gaze tracking systems in ADAS are discussed. The process of acquisition of driver’s eyes and gaze data and the algorithms used to process this data are explained. It is explained how the data related to a driver’s eyes and gaze can be used in ADAS to reduce the losses associated with road accidents occurring due to visual distraction of the driver. A discussion on the required features of current and future eye and gaze trackers is also presented. MDPI 2019-12-14 /pmc/articles/PMC6960643/ /pubmed/31847432 http://dx.doi.org/10.3390/s19245540 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Review Khan, Muhammad Qasim Lee, Sukhan Gaze and Eye Tracking: Techniques and Applications in ADAS |
title | Gaze and Eye Tracking: Techniques and Applications in ADAS |
title_full | Gaze and Eye Tracking: Techniques and Applications in ADAS |
title_fullStr | Gaze and Eye Tracking: Techniques and Applications in ADAS |
title_full_unstemmed | Gaze and Eye Tracking: Techniques and Applications in ADAS |
title_short | Gaze and Eye Tracking: Techniques and Applications in ADAS |
title_sort | gaze and eye tracking: techniques and applications in adas |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6960643/ https://www.ncbi.nlm.nih.gov/pubmed/31847432 http://dx.doi.org/10.3390/s19245540 |
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