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Gaze tracking accuracy in humans: One eye is sometimes better than two

Most modern video eye trackers deliver binocular data. Many researchers take the average of the left and right eye signals (the version signal) to decrease the variable error (precision) up to a factor of [Formula: see text] . What happens to the systematic error (accuracy) if the left and right eye...

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Autores principales: Hooge, Ignace T. C., Holleman, Gijs A., Haukes, Nina C., Hessels, Roy S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6877490/
https://www.ncbi.nlm.nih.gov/pubmed/30350022
http://dx.doi.org/10.3758/s13428-018-1135-3
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author Hooge, Ignace T. C.
Holleman, Gijs A.
Haukes, Nina C.
Hessels, Roy S.
author_facet Hooge, Ignace T. C.
Holleman, Gijs A.
Haukes, Nina C.
Hessels, Roy S.
author_sort Hooge, Ignace T. C.
collection PubMed
description Most modern video eye trackers deliver binocular data. Many researchers take the average of the left and right eye signals (the version signal) to decrease the variable error (precision) up to a factor of [Formula: see text] . What happens to the systematic error (accuracy) if the left and right eye signals are averaged? To determine the systematic error, we conducted a calibration validation in two experiments (n= 79 and n = 64). The systematic error was computed for the left eye, right eye, and version signals separately. In respectively 29.5 and 25.8% of the participants, the systematic error of a single eye signal was lower than that of the version signal at the cost of a higher variable error. If a small variable error is desirable, and the difference between the left and the right eye is not the topic of study, one should average position data from the left and the right eye (in other words, use the version signal). If a small systematic error is desirable, one should use the signal (from left eye, right eye or version) that delivers the best accuracy. In the latter case, this may cause worse precision than that of the version signal.
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spelling pubmed-68774902019-12-10 Gaze tracking accuracy in humans: One eye is sometimes better than two Hooge, Ignace T. C. Holleman, Gijs A. Haukes, Nina C. Hessels, Roy S. Behav Res Methods Article Most modern video eye trackers deliver binocular data. Many researchers take the average of the left and right eye signals (the version signal) to decrease the variable error (precision) up to a factor of [Formula: see text] . What happens to the systematic error (accuracy) if the left and right eye signals are averaged? To determine the systematic error, we conducted a calibration validation in two experiments (n= 79 and n = 64). The systematic error was computed for the left eye, right eye, and version signals separately. In respectively 29.5 and 25.8% of the participants, the systematic error of a single eye signal was lower than that of the version signal at the cost of a higher variable error. If a small variable error is desirable, and the difference between the left and the right eye is not the topic of study, one should average position data from the left and the right eye (in other words, use the version signal). If a small systematic error is desirable, one should use the signal (from left eye, right eye or version) that delivers the best accuracy. In the latter case, this may cause worse precision than that of the version signal. Springer US 2018-10-22 2019 /pmc/articles/PMC6877490/ /pubmed/30350022 http://dx.doi.org/10.3758/s13428-018-1135-3 Text en © The Author(s) 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Article
Hooge, Ignace T. C.
Holleman, Gijs A.
Haukes, Nina C.
Hessels, Roy S.
Gaze tracking accuracy in humans: One eye is sometimes better than two
title Gaze tracking accuracy in humans: One eye is sometimes better than two
title_full Gaze tracking accuracy in humans: One eye is sometimes better than two
title_fullStr Gaze tracking accuracy in humans: One eye is sometimes better than two
title_full_unstemmed Gaze tracking accuracy in humans: One eye is sometimes better than two
title_short Gaze tracking accuracy in humans: One eye is sometimes better than two
title_sort gaze tracking accuracy in humans: one eye is sometimes better than two
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6877490/
https://www.ncbi.nlm.nih.gov/pubmed/30350022
http://dx.doi.org/10.3758/s13428-018-1135-3
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