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Natural images dominate in binocular rivalry

Natural images dominate in binocular rivalry
Natural images dominate in binocular rivalry
Ecological approaches to perception have demonstrated that information encoding by the visual system is informed by the natural environment, both in terms of simple image attributes like luminance and contrast, and more complex relationships corresponding to Gestalt principles of perceptual organization. Here, we ask if this optimization biases perception of visual inputs that are perceptually bistable. Using the binocular rivalry paradigm, we designed stimuli that varied in either their spatiotemporal amplitude spectra or their phase spectra. We found that noise stimuli with “natural” amplitude spectra (i.e., amplitude content proportional to 1/f, where f is spatial or temporal frequency) dominate over those with any other systematic spectral slope, along both spatial and temporal dimensions. This could not be explained by perceived contrast measurements, and occurred even though all stimuli had equal energy. Calculating the effective contrast following attenuation by a model contrast sensitivity function suggested that the strong contrast dependency of rivalry provides the mechanism by which binocular vision is optimized for viewing natural images. We also compared rivalry between natural and phase-scrambled images and found a strong preference for natural phase spectra that could not be accounted for by observer biases in a control task. We propose that this phase specificity relates to contour information, and arises either from the activity of V1 complex cells, or from later visual areas, consistent with recent neuroimaging and single-cell work. Our findings demonstrate that human vision integrates information across space, time, and phase to select the input most likely to hold behavioral relevance.
amplitude spectrum, interocular suppression, natural image statistics, phase spectrum, bistable perception
0027-8424
5436-5441
Baker, Daniel H.
92545fbf-bb42-4155-a530-91b917648047
Graf, Erich W.
1a5123e2-8f05-4084-a6e6-837dcfc66209
Baker, Daniel H.
92545fbf-bb42-4155-a530-91b917648047
Graf, Erich W.
1a5123e2-8f05-4084-a6e6-837dcfc66209

Baker, Daniel H. and Graf, Erich W. (2009) Natural images dominate in binocular rivalry Proceedings of the National Academy of Sciences, 106, (13), pp. 5436-5441. (doi:10.1073/pnas.0812860106).

Record type: Article

Abstract

Ecological approaches to perception have demonstrated that information encoding by the visual system is informed by the natural environment, both in terms of simple image attributes like luminance and contrast, and more complex relationships corresponding to Gestalt principles of perceptual organization. Here, we ask if this optimization biases perception of visual inputs that are perceptually bistable. Using the binocular rivalry paradigm, we designed stimuli that varied in either their spatiotemporal amplitude spectra or their phase spectra. We found that noise stimuli with “natural” amplitude spectra (i.e., amplitude content proportional to 1/f, where f is spatial or temporal frequency) dominate over those with any other systematic spectral slope, along both spatial and temporal dimensions. This could not be explained by perceived contrast measurements, and occurred even though all stimuli had equal energy. Calculating the effective contrast following attenuation by a model contrast sensitivity function suggested that the strong contrast dependency of rivalry provides the mechanism by which binocular vision is optimized for viewing natural images. We also compared rivalry between natural and phase-scrambled images and found a strong preference for natural phase spectra that could not be accounted for by observer biases in a control task. We propose that this phase specificity relates to contour information, and arises either from the activity of V1 complex cells, or from later visual areas, consistent with recent neuroimaging and single-cell work. Our findings demonstrate that human vision integrates information across space, time, and phase to select the input most likely to hold behavioral relevance.

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More information

Submitted date: 18 December 2008
Published date: 31 March 2009
Keywords: amplitude spectrum, interocular suppression, natural image statistics, phase spectrum, bistable perception
Organisations: Cognition

Identifiers

Local EPrints ID: 65927
URI: http://eprints.soton.ac.uk/id/eprint/65927
ISSN: 0027-8424
PURE UUID: fc635002-9fc9-49f9-b630-6467f5fe3134
ORCID for Erich W. Graf: ORCID iD orcid.org/0000-0002-3162-4233

Catalogue record

Date deposited: 01 Apr 2009
Last modified: 19 Jul 2017 00:29

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Contributors

Author: Daniel H. Baker
Author: Erich W. Graf ORCID iD

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