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Building Human Visual Attention Map for Construction Equipment Teleoperation

Construction equipment teleoperation is a promising solution when the site environment is hazardous to operators. However, limited situational awareness of the operator exists as one of the major bottlenecks for its implementation. Virtual annotations (VAs) can use symbols to convey information abou...

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Detalles Bibliográficos
Autores principales: Fan, Jiamin, Li, Xiaomeng, Su, Xing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9226901/
https://www.ncbi.nlm.nih.gov/pubmed/35757532
http://dx.doi.org/10.3389/fnins.2022.895126
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author Fan, Jiamin
Li, Xiaomeng
Su, Xing
author_facet Fan, Jiamin
Li, Xiaomeng
Su, Xing
author_sort Fan, Jiamin
collection PubMed
description Construction equipment teleoperation is a promising solution when the site environment is hazardous to operators. However, limited situational awareness of the operator exists as one of the major bottlenecks for its implementation. Virtual annotations (VAs) can use symbols to convey information about operating clues, thus improving an operator’s situational awareness without introducing an overwhelming cognitive load. It is of primary importance to understand how an operator’s visual system responds to different VAs from a human-centered perspective. This study investigates the effect of VA on teleoperation performance in excavating tasks. A visual attention map is generated to describe how an operator’s attention is allocated when VAs are presented during operation. The result of this study can improve the understanding of how human vision works in virtual or augmented reality. It also informs the strategies on the practical implication of designing a user-friendly teleoperation system.
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spelling pubmed-92269012022-06-25 Building Human Visual Attention Map for Construction Equipment Teleoperation Fan, Jiamin Li, Xiaomeng Su, Xing Front Neurosci Neuroscience Construction equipment teleoperation is a promising solution when the site environment is hazardous to operators. However, limited situational awareness of the operator exists as one of the major bottlenecks for its implementation. Virtual annotations (VAs) can use symbols to convey information about operating clues, thus improving an operator’s situational awareness without introducing an overwhelming cognitive load. It is of primary importance to understand how an operator’s visual system responds to different VAs from a human-centered perspective. This study investigates the effect of VA on teleoperation performance in excavating tasks. A visual attention map is generated to describe how an operator’s attention is allocated when VAs are presented during operation. The result of this study can improve the understanding of how human vision works in virtual or augmented reality. It also informs the strategies on the practical implication of designing a user-friendly teleoperation system. Frontiers Media S.A. 2022-06-10 /pmc/articles/PMC9226901/ /pubmed/35757532 http://dx.doi.org/10.3389/fnins.2022.895126 Text en Copyright © 2022 Fan, Li and Su. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Fan, Jiamin
Li, Xiaomeng
Su, Xing
Building Human Visual Attention Map for Construction Equipment Teleoperation
title Building Human Visual Attention Map for Construction Equipment Teleoperation
title_full Building Human Visual Attention Map for Construction Equipment Teleoperation
title_fullStr Building Human Visual Attention Map for Construction Equipment Teleoperation
title_full_unstemmed Building Human Visual Attention Map for Construction Equipment Teleoperation
title_short Building Human Visual Attention Map for Construction Equipment Teleoperation
title_sort building human visual attention map for construction equipment teleoperation
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9226901/
https://www.ncbi.nlm.nih.gov/pubmed/35757532
http://dx.doi.org/10.3389/fnins.2022.895126
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