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Temporal Structure of Human Gaze Dynamics Is Invariant During Free Viewing

We investigate the dynamic structure of human gaze and present an experimental study of the frequency components of the change in gaze position over time during free viewing of computer-generated fractal images. We show that changes in gaze position are scale-invariant in time with statistical prope...

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Autores principales: Marlow, Colleen A., Viskontas, Indre V., Matlin, Alisa, Boydston, Cooper, Boxer, Adam, Taylor, Richard P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4589360/
https://www.ncbi.nlm.nih.gov/pubmed/26421613
http://dx.doi.org/10.1371/journal.pone.0139379
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author Marlow, Colleen A.
Viskontas, Indre V.
Matlin, Alisa
Boydston, Cooper
Boxer, Adam
Taylor, Richard P.
author_facet Marlow, Colleen A.
Viskontas, Indre V.
Matlin, Alisa
Boydston, Cooper
Boxer, Adam
Taylor, Richard P.
author_sort Marlow, Colleen A.
collection PubMed
description We investigate the dynamic structure of human gaze and present an experimental study of the frequency components of the change in gaze position over time during free viewing of computer-generated fractal images. We show that changes in gaze position are scale-invariant in time with statistical properties that are characteristic of a random walk process. We quantify and track changes in the temporal structure using a well-defined scaling parameter called the Hurst exponent, H. We find H is robust regardless of the spatial complexity generated by the fractal images. In addition, we find the Hurst exponent is invariant across all participants, including those with distinct changes to higher order visual processes due to neural degeneration. The value we find for H of 0.57 shows that the gaze dynamics during free viewing of fractal images are consistent with a random walk process with persistent movements. Our research suggests the human visual system may have a common strategy that drives the dynamics of human gaze during exploration.
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spelling pubmed-45893602015-10-02 Temporal Structure of Human Gaze Dynamics Is Invariant During Free Viewing Marlow, Colleen A. Viskontas, Indre V. Matlin, Alisa Boydston, Cooper Boxer, Adam Taylor, Richard P. PLoS One Research Article We investigate the dynamic structure of human gaze and present an experimental study of the frequency components of the change in gaze position over time during free viewing of computer-generated fractal images. We show that changes in gaze position are scale-invariant in time with statistical properties that are characteristic of a random walk process. We quantify and track changes in the temporal structure using a well-defined scaling parameter called the Hurst exponent, H. We find H is robust regardless of the spatial complexity generated by the fractal images. In addition, we find the Hurst exponent is invariant across all participants, including those with distinct changes to higher order visual processes due to neural degeneration. The value we find for H of 0.57 shows that the gaze dynamics during free viewing of fractal images are consistent with a random walk process with persistent movements. Our research suggests the human visual system may have a common strategy that drives the dynamics of human gaze during exploration. Public Library of Science 2015-09-30 /pmc/articles/PMC4589360/ /pubmed/26421613 http://dx.doi.org/10.1371/journal.pone.0139379 Text en © 2015 Marlow et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Marlow, Colleen A.
Viskontas, Indre V.
Matlin, Alisa
Boydston, Cooper
Boxer, Adam
Taylor, Richard P.
Temporal Structure of Human Gaze Dynamics Is Invariant During Free Viewing
title Temporal Structure of Human Gaze Dynamics Is Invariant During Free Viewing
title_full Temporal Structure of Human Gaze Dynamics Is Invariant During Free Viewing
title_fullStr Temporal Structure of Human Gaze Dynamics Is Invariant During Free Viewing
title_full_unstemmed Temporal Structure of Human Gaze Dynamics Is Invariant During Free Viewing
title_short Temporal Structure of Human Gaze Dynamics Is Invariant During Free Viewing
title_sort temporal structure of human gaze dynamics is invariant during free viewing
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4589360/
https://www.ncbi.nlm.nih.gov/pubmed/26421613
http://dx.doi.org/10.1371/journal.pone.0139379
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