Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Khan, Muhammad Qasim, Lee, Sukhan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
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
_version_ 1783487818860855296
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
work_keys_str_mv AT khanmuhammadqasim gazeandeyetrackingtechniquesandapplicationsinadas
AT leesukhan gazeandeyetrackingtechniquesandapplicationsinadas