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Compensation for Blur Requires Increase in Field of View and Viewing Time

Spatial resolution is an important factor for human pattern recognition. In particular, low resolution (blur) is a defining characteristic of low vision. Here, we examined spatial (field of view) and temporal (stimulus duration) requirements for blurry object recognition. The spatial resolution of a...

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Detalles Bibliográficos
Autores principales: Kwon, MiYoung, Liu, Rong, Chien, Lillian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5021298/
https://www.ncbi.nlm.nih.gov/pubmed/27622710
http://dx.doi.org/10.1371/journal.pone.0162711
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author Kwon, MiYoung
Liu, Rong
Chien, Lillian
author_facet Kwon, MiYoung
Liu, Rong
Chien, Lillian
author_sort Kwon, MiYoung
collection PubMed
description Spatial resolution is an important factor for human pattern recognition. In particular, low resolution (blur) is a defining characteristic of low vision. Here, we examined spatial (field of view) and temporal (stimulus duration) requirements for blurry object recognition. The spatial resolution of an image such as letter or face, was manipulated with a low-pass filter. In experiment 1, studying spatial requirement, observers viewed a fixed-size object through a window of varying sizes, which was repositioned until object identification (moving window paradigm). Field of view requirement, quantified as the number of “views” (window repositions) for correct recognition, was obtained for three blur levels, including no blur. In experiment 2, studying temporal requirement, we determined threshold viewing time, the stimulus duration yielding criterion recognition accuracy, at six blur levels, including no blur. For letter and face recognition, we found blur significantly increased the number of views, suggesting a larger field of view is required to recognize blurry objects. We also found blur significantly increased threshold viewing time, suggesting longer temporal integration is necessary to recognize blurry objects. The temporal integration reflects the tradeoff between stimulus intensity and time. While humans excel at recognizing blurry objects, our findings suggest compensating for blur requires increased field of view and viewing time. The need for larger spatial and longer temporal integration for recognizing blurry objects may further challenge object recognition in low vision. Thus, interactions between blur and field of view should be considered for developing low vision rehabilitation or assistive aids.
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spelling pubmed-50212982016-09-27 Compensation for Blur Requires Increase in Field of View and Viewing Time Kwon, MiYoung Liu, Rong Chien, Lillian PLoS One Research Article Spatial resolution is an important factor for human pattern recognition. In particular, low resolution (blur) is a defining characteristic of low vision. Here, we examined spatial (field of view) and temporal (stimulus duration) requirements for blurry object recognition. The spatial resolution of an image such as letter or face, was manipulated with a low-pass filter. In experiment 1, studying spatial requirement, observers viewed a fixed-size object through a window of varying sizes, which was repositioned until object identification (moving window paradigm). Field of view requirement, quantified as the number of “views” (window repositions) for correct recognition, was obtained for three blur levels, including no blur. In experiment 2, studying temporal requirement, we determined threshold viewing time, the stimulus duration yielding criterion recognition accuracy, at six blur levels, including no blur. For letter and face recognition, we found blur significantly increased the number of views, suggesting a larger field of view is required to recognize blurry objects. We also found blur significantly increased threshold viewing time, suggesting longer temporal integration is necessary to recognize blurry objects. The temporal integration reflects the tradeoff between stimulus intensity and time. While humans excel at recognizing blurry objects, our findings suggest compensating for blur requires increased field of view and viewing time. The need for larger spatial and longer temporal integration for recognizing blurry objects may further challenge object recognition in low vision. Thus, interactions between blur and field of view should be considered for developing low vision rehabilitation or assistive aids. Public Library of Science 2016-09-13 /pmc/articles/PMC5021298/ /pubmed/27622710 http://dx.doi.org/10.1371/journal.pone.0162711 Text en © 2016 Kwon 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Kwon, MiYoung
Liu, Rong
Chien, Lillian
Compensation for Blur Requires Increase in Field of View and Viewing Time
title Compensation for Blur Requires Increase in Field of View and Viewing Time
title_full Compensation for Blur Requires Increase in Field of View and Viewing Time
title_fullStr Compensation for Blur Requires Increase in Field of View and Viewing Time
title_full_unstemmed Compensation for Blur Requires Increase in Field of View and Viewing Time
title_short Compensation for Blur Requires Increase in Field of View and Viewing Time
title_sort compensation for blur requires increase in field of view and viewing time
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5021298/
https://www.ncbi.nlm.nih.gov/pubmed/27622710
http://dx.doi.org/10.1371/journal.pone.0162711
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