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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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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. |
format | Online Article Text |
id | pubmed-4589360 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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