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The Integration of Eye Tracking Responses for the Measurement of Contrast Sensitivity: A Proof of Concept Study
Contrast sensitivity (CS) is important when assessing functional vision. However, current techniques for assessing CS are not suitable for young children or non-verbal individuals because they require reliable, subjective perceptual reports. This study explored the feasibility of applying eye tracki...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8387876/ https://www.ncbi.nlm.nih.gov/pubmed/34456676 http://dx.doi.org/10.3389/fnins.2021.710578 |
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author | Zhuang, Yijing Gu, Li Chen, Jingchang Xu, Zixuan Chan, Lily Y. L. Feng, Lei Ye, Qingqing Zhang, Shenglan Yuan, Jin Li, Jinrong |
author_facet | Zhuang, Yijing Gu, Li Chen, Jingchang Xu, Zixuan Chan, Lily Y. L. Feng, Lei Ye, Qingqing Zhang, Shenglan Yuan, Jin Li, Jinrong |
author_sort | Zhuang, Yijing |
collection | PubMed |
description | Contrast sensitivity (CS) is important when assessing functional vision. However, current techniques for assessing CS are not suitable for young children or non-verbal individuals because they require reliable, subjective perceptual reports. This study explored the feasibility of applying eye tracking technology to quantify CS as a first step toward developing a testing paradigm that will not rely on observers’ behavioral or language abilities. Using a within-subject design, 27 healthy young adults completed CS measures for three spatial frequencies with best-corrected vision and lens-induced optical blur. Monocular CS was estimated using a five-alternative, forced-choice grating detection task. Thresholds were measured using eye movement responses and conventional key-press responses. CS measured using eye movements compared well with results obtained using key-press responses [Pearson’s r(best–corrected) = 0.966, P < 0.001]. Good test–retest variability was evident for the eye-movement-based measures (Pearson’s r = 0.916, P < 0.001) with a coefficient of repeatability of 0.377 log CS across different days. This study provides a proof of concept that eye tracking can be used to automatically record eye gaze positions and accurately quantify human spatial vision. Future work will update this paradigm by incorporating the preferential looking technique into the eye tracking methods, optimizing the CS sampling algorithm and adapting the methodology to broaden its use on infants and non-verbal individuals. |
format | Online Article Text |
id | pubmed-8387876 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-83878762021-08-27 The Integration of Eye Tracking Responses for the Measurement of Contrast Sensitivity: A Proof of Concept Study Zhuang, Yijing Gu, Li Chen, Jingchang Xu, Zixuan Chan, Lily Y. L. Feng, Lei Ye, Qingqing Zhang, Shenglan Yuan, Jin Li, Jinrong Front Neurosci Neuroscience Contrast sensitivity (CS) is important when assessing functional vision. However, current techniques for assessing CS are not suitable for young children or non-verbal individuals because they require reliable, subjective perceptual reports. This study explored the feasibility of applying eye tracking technology to quantify CS as a first step toward developing a testing paradigm that will not rely on observers’ behavioral or language abilities. Using a within-subject design, 27 healthy young adults completed CS measures for three spatial frequencies with best-corrected vision and lens-induced optical blur. Monocular CS was estimated using a five-alternative, forced-choice grating detection task. Thresholds were measured using eye movement responses and conventional key-press responses. CS measured using eye movements compared well with results obtained using key-press responses [Pearson’s r(best–corrected) = 0.966, P < 0.001]. Good test–retest variability was evident for the eye-movement-based measures (Pearson’s r = 0.916, P < 0.001) with a coefficient of repeatability of 0.377 log CS across different days. This study provides a proof of concept that eye tracking can be used to automatically record eye gaze positions and accurately quantify human spatial vision. Future work will update this paradigm by incorporating the preferential looking technique into the eye tracking methods, optimizing the CS sampling algorithm and adapting the methodology to broaden its use on infants and non-verbal individuals. Frontiers Media S.A. 2021-08-12 /pmc/articles/PMC8387876/ /pubmed/34456676 http://dx.doi.org/10.3389/fnins.2021.710578 Text en Copyright © 2021 Zhuang, Gu, Chen, Xu, Chan, Feng, Ye, Zhang, Yuan and Li. 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 Zhuang, Yijing Gu, Li Chen, Jingchang Xu, Zixuan Chan, Lily Y. L. Feng, Lei Ye, Qingqing Zhang, Shenglan Yuan, Jin Li, Jinrong The Integration of Eye Tracking Responses for the Measurement of Contrast Sensitivity: A Proof of Concept Study |
title | The Integration of Eye Tracking Responses for the Measurement of Contrast Sensitivity: A Proof of Concept Study |
title_full | The Integration of Eye Tracking Responses for the Measurement of Contrast Sensitivity: A Proof of Concept Study |
title_fullStr | The Integration of Eye Tracking Responses for the Measurement of Contrast Sensitivity: A Proof of Concept Study |
title_full_unstemmed | The Integration of Eye Tracking Responses for the Measurement of Contrast Sensitivity: A Proof of Concept Study |
title_short | The Integration of Eye Tracking Responses for the Measurement of Contrast Sensitivity: A Proof of Concept Study |
title_sort | integration of eye tracking responses for the measurement of contrast sensitivity: a proof of concept study |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8387876/ https://www.ncbi.nlm.nih.gov/pubmed/34456676 http://dx.doi.org/10.3389/fnins.2021.710578 |
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