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Beyond the tracked line of sight - Evaluation of the peripheral usable field of view in a simulator setting

Combining advanced gaze tracking systems with the latest vehicle environment sensors opens up new fields of applications for driver assistance. Gaze tracking enables researchers to determine the location of a fixation, and under consideration of the visual saliency of the scene, to predict visual pe...

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Autores principales: Bickerdt, Jan, Wendland, Hannes, Geisler, David, Sonnenberg, Jan, Kasneci, Enkelejda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Bern Open Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8183303/
https://www.ncbi.nlm.nih.gov/pubmed/34122743
http://dx.doi.org/10.16910/jemr.12.3.9
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author Bickerdt, Jan
Wendland, Hannes
Geisler, David
Sonnenberg, Jan
Kasneci, Enkelejda
author_facet Bickerdt, Jan
Wendland, Hannes
Geisler, David
Sonnenberg, Jan
Kasneci, Enkelejda
author_sort Bickerdt, Jan
collection PubMed
description Combining advanced gaze tracking systems with the latest vehicle environment sensors opens up new fields of applications for driver assistance. Gaze tracking enables researchers to determine the location of a fixation, and under consideration of the visual saliency of the scene, to predict visual perception of objects. The perceptual limits, for stimulus identification, found in literature have mostly been determined in laboratory conditions using isolated stimuli, with a fixed gaze point, on a single screen with limited coverage of the field of view. The found limits are usually reported as hard limits. Such commonly used limits are therefore not applicable to settings with a wide field of view, natural viewing behavior and multi-stimuli. As handling of sudden, potentially critical driving maneuvers heavily relies on peripheral vision, the peripheral limits for feature perception need to be included in the determined perceptual limits. To analyze the human visual perception of different, simultaneously occurring, object changes (shape, color, movement) we conducted a study with 50 participants, in a driving simulator and we propose a novel way to determine perceptual limits, which is more applicable to driving scenarios.
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spelling pubmed-81833032021-06-10 Beyond the tracked line of sight - Evaluation of the peripheral usable field of view in a simulator setting Bickerdt, Jan Wendland, Hannes Geisler, David Sonnenberg, Jan Kasneci, Enkelejda J Eye Mov Res Research Article Combining advanced gaze tracking systems with the latest vehicle environment sensors opens up new fields of applications for driver assistance. Gaze tracking enables researchers to determine the location of a fixation, and under consideration of the visual saliency of the scene, to predict visual perception of objects. The perceptual limits, for stimulus identification, found in literature have mostly been determined in laboratory conditions using isolated stimuli, with a fixed gaze point, on a single screen with limited coverage of the field of view. The found limits are usually reported as hard limits. Such commonly used limits are therefore not applicable to settings with a wide field of view, natural viewing behavior and multi-stimuli. As handling of sudden, potentially critical driving maneuvers heavily relies on peripheral vision, the peripheral limits for feature perception need to be included in the determined perceptual limits. To analyze the human visual perception of different, simultaneously occurring, object changes (shape, color, movement) we conducted a study with 50 participants, in a driving simulator and we propose a novel way to determine perceptual limits, which is more applicable to driving scenarios. Bern Open Publishing 2021-04-26 /pmc/articles/PMC8183303/ /pubmed/34122743 http://dx.doi.org/10.16910/jemr.12.3.9 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License, ( https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Research Article
Bickerdt, Jan
Wendland, Hannes
Geisler, David
Sonnenberg, Jan
Kasneci, Enkelejda
Beyond the tracked line of sight - Evaluation of the peripheral usable field of view in a simulator setting
title Beyond the tracked line of sight - Evaluation of the peripheral usable field of view in a simulator setting
title_full Beyond the tracked line of sight - Evaluation of the peripheral usable field of view in a simulator setting
title_fullStr Beyond the tracked line of sight - Evaluation of the peripheral usable field of view in a simulator setting
title_full_unstemmed Beyond the tracked line of sight - Evaluation of the peripheral usable field of view in a simulator setting
title_short Beyond the tracked line of sight - Evaluation of the peripheral usable field of view in a simulator setting
title_sort beyond the tracked line of sight - evaluation of the peripheral usable field of view in a simulator setting
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8183303/
https://www.ncbi.nlm.nih.gov/pubmed/34122743
http://dx.doi.org/10.16910/jemr.12.3.9
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