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Investigation of Camera-Free Eye-Tracking Glasses Compared to a Video-Based System

Technological advances in eye-tracking have resulted in lightweight, portable solutions that are capable of capturing eye movements beyond laboratory settings. Eye-tracking devices have typically relied on heavier, video-based systems to detect pupil and corneal reflections. Advances in mobile eye-t...

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Detalles Bibliográficos
Autores principales: Zafar, Abdullah, Martin Calderon, Claudia, Yeboah, Anne Marie, Dalton, Kristine, Irving, Elizabeth, Niechwiej-Szwedo, Ewa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10535734/
https://www.ncbi.nlm.nih.gov/pubmed/37765810
http://dx.doi.org/10.3390/s23187753
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author Zafar, Abdullah
Martin Calderon, Claudia
Yeboah, Anne Marie
Dalton, Kristine
Irving, Elizabeth
Niechwiej-Szwedo, Ewa
author_facet Zafar, Abdullah
Martin Calderon, Claudia
Yeboah, Anne Marie
Dalton, Kristine
Irving, Elizabeth
Niechwiej-Szwedo, Ewa
author_sort Zafar, Abdullah
collection PubMed
description Technological advances in eye-tracking have resulted in lightweight, portable solutions that are capable of capturing eye movements beyond laboratory settings. Eye-tracking devices have typically relied on heavier, video-based systems to detect pupil and corneal reflections. Advances in mobile eye-tracking technology could facilitate research and its application in ecological settings; more traditional laboratory research methods are able to be modified and transferred to real-world scenarios. One recent technology, the AdHawk MindLink, introduced a novel camera-free system embedded in typical eyeglass frames. This paper evaluates the AdHawk MindLink by comparing the eye-tracking recordings with a research “gold standard”, the EyeLink II. By concurrently capturing data from both eyes, we compare the capability of each eye tracker to quantify metrics from fixation, saccade, and smooth pursuit tasks—typical elements in eye movement research—across a sample of 13 adults. The MindLink system was capable of capturing fixation stability within a radius of less than 0.5 [Formula: see text] , estimating horizontal saccade amplitudes with an accuracy of 0.04 [Formula: see text] ± 2.3 [Formula: see text] , vertical saccade amplitudes with an accuracy of 0.32 [Formula: see text] ± 2.3 [Formula: see text] , and smooth pursuit speeds with an accuracy of 0.5 to 3 [Formula: see text] , depending on the pursuit speed. While the performance of the MindLink system in measuring fixation stability, saccade amplitude, and smooth pursuit eye movements were slightly inferior to the video-based system, MindLink provides sufficient gaze-tracking capabilities for dynamic settings and experiments.
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spelling pubmed-105357342023-09-29 Investigation of Camera-Free Eye-Tracking Glasses Compared to a Video-Based System Zafar, Abdullah Martin Calderon, Claudia Yeboah, Anne Marie Dalton, Kristine Irving, Elizabeth Niechwiej-Szwedo, Ewa Sensors (Basel) Article Technological advances in eye-tracking have resulted in lightweight, portable solutions that are capable of capturing eye movements beyond laboratory settings. Eye-tracking devices have typically relied on heavier, video-based systems to detect pupil and corneal reflections. Advances in mobile eye-tracking technology could facilitate research and its application in ecological settings; more traditional laboratory research methods are able to be modified and transferred to real-world scenarios. One recent technology, the AdHawk MindLink, introduced a novel camera-free system embedded in typical eyeglass frames. This paper evaluates the AdHawk MindLink by comparing the eye-tracking recordings with a research “gold standard”, the EyeLink II. By concurrently capturing data from both eyes, we compare the capability of each eye tracker to quantify metrics from fixation, saccade, and smooth pursuit tasks—typical elements in eye movement research—across a sample of 13 adults. The MindLink system was capable of capturing fixation stability within a radius of less than 0.5 [Formula: see text] , estimating horizontal saccade amplitudes with an accuracy of 0.04 [Formula: see text] ± 2.3 [Formula: see text] , vertical saccade amplitudes with an accuracy of 0.32 [Formula: see text] ± 2.3 [Formula: see text] , and smooth pursuit speeds with an accuracy of 0.5 to 3 [Formula: see text] , depending on the pursuit speed. While the performance of the MindLink system in measuring fixation stability, saccade amplitude, and smooth pursuit eye movements were slightly inferior to the video-based system, MindLink provides sufficient gaze-tracking capabilities for dynamic settings and experiments. MDPI 2023-09-08 /pmc/articles/PMC10535734/ /pubmed/37765810 http://dx.doi.org/10.3390/s23187753 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zafar, Abdullah
Martin Calderon, Claudia
Yeboah, Anne Marie
Dalton, Kristine
Irving, Elizabeth
Niechwiej-Szwedo, Ewa
Investigation of Camera-Free Eye-Tracking Glasses Compared to a Video-Based System
title Investigation of Camera-Free Eye-Tracking Glasses Compared to a Video-Based System
title_full Investigation of Camera-Free Eye-Tracking Glasses Compared to a Video-Based System
title_fullStr Investigation of Camera-Free Eye-Tracking Glasses Compared to a Video-Based System
title_full_unstemmed Investigation of Camera-Free Eye-Tracking Glasses Compared to a Video-Based System
title_short Investigation of Camera-Free Eye-Tracking Glasses Compared to a Video-Based System
title_sort investigation of camera-free eye-tracking glasses compared to a video-based system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10535734/
https://www.ncbi.nlm.nih.gov/pubmed/37765810
http://dx.doi.org/10.3390/s23187753
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