Literature DB >> 31038458

Image content is more important than Bouma's Law for scene metamers.

Thomas Sa Wallis1,2, Christina M Funke1,2, Alexander S Ecker1,2,3,4, Leon A Gatys1, Felix A Wichmann5, Matthias Bethge3,4,6.   

Abstract

We subjectively perceive our visual field with high fidelity, yet peripheral distortions can go unnoticed and peripheral objects can be difficult to identify (crowding). Prior work showed that humans could not discriminate images synthesised to match the responses of a mid-level ventral visual stream model when information was averaged in receptive fields with a scaling of about half their retinal eccentricity. This result implicated ventral visual area V2, approximated 'Bouma's Law' of crowding, and has subsequently been interpreted as a link between crowding zones, receptive field scaling, and our perceptual experience. However, this experiment never assessed natural images. We find that humans can easily discriminate real and model-generated images at V2 scaling, requiring scales at least as small as V1 receptive fields to generate metamers. We speculate that explaining why scenes look as they do may require incorporating segmentation and global organisational constraints in addition to local pooling.
© 2019, Wallis et al.

Entities:  

Keywords:  crowding; human; neuroscience; scene appearance; texture perception; visual perception

Mesh:

Year:  2019        PMID: 31038458      PMCID: PMC6491040          DOI: 10.7554/eLife.42512

Source DB:  PubMed          Journal:  Elife        ISSN: 2050-084X            Impact factor:   8.140


  66 in total

1.  Seeing sets: representation by statistical properties.

Authors:  D Ariely
Journal:  Psychol Sci       Date:  2001-03

2.  The Psychophysics Toolbox.

Authors:  D H Brainard
Journal:  Spat Vis       Date:  1997

3.  Crowding, grouping, and object recognition: A matter of appearance.

Authors:  Michael H Herzog; Bilge Sayim; Vitaly Chicherov; Mauro Manassi
Journal:  J Vis       Date:  2015       Impact factor: 2.240

4.  Interaction effects in parafoveal letter recognition.

Authors:  H Bouma
Journal:  Nature       Date:  1970-04-11       Impact factor: 49.962

5.  Local contour symmetry facilitates scene categorization.

Authors:  John Wilder; Morteza Rezanejad; Sven Dickinson; Kaleem Siddiqi; Allan Jepson; Dirk B Walther
Journal:  Cognition       Date:  2018-11-08

6.  (In) sensitivity to spatial distortion in natural scenes.

Authors:  Peter J Bex
Journal:  J Vis       Date:  2010-02-24       Impact factor: 2.240

7.  A summary-statistic representation in peripheral vision explains visual crowding.

Authors:  Benjamin Balas; Lisa Nakano; Ruth Rosenholtz
Journal:  J Vis       Date:  2009-11-19       Impact factor: 2.240

8.  Metamers of the ventral stream.

Authors:  Jeremy Freeman; Eero P Simoncelli
Journal:  Nat Neurosci       Date:  2011-08-14       Impact factor: 24.884

9.  Object segmentation controls image reconstruction from natural scenes.

Authors:  Peter Neri
Journal:  PLoS Biol       Date:  2017-08-21       Impact factor: 8.029

10.  A functional and perceptual signature of the second visual area in primates.

Authors:  Jeremy Freeman; Corey M Ziemba; David J Heeger; Eero P Simoncelli; J Anthony Movshon
Journal:  Nat Neurosci       Date:  2013-05-19       Impact factor: 24.884

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  12 in total

Review 1.  Subjective inflation: phenomenology's get-rich-quick scheme.

Authors:  J D Knotts; Brian Odegaard; Hakwan Lau; David Rosenthal
Journal:  Curr Opin Psychol       Date:  2018-11-14

2.  Image content is more important than Bouma's Law for scene metamers.

Authors:  Thomas Sa Wallis; Christina M Funke; Alexander S Ecker; Leon A Gatys; Felix A Wichmann; Matthias Bethge
Journal:  Elife       Date:  2019-04-30       Impact factor: 8.140

Review 3.  Visual Functions of Primate Area V4.

Authors:  Anitha Pasupathy; Dina V Popovkina; Taekjun Kim
Journal:  Annu Rev Vis Sci       Date:  2020-06-24       Impact factor: 6.422

4.  Texture-like representation of objects in human visual cortex.

Authors:  Akshay V Jagadeesh; Justin L Gardner
Journal:  Proc Natl Acad Sci U S A       Date:  2022-04-19       Impact factor: 12.779

Review 5.  Object shape and surface properties are jointly encoded in mid-level ventral visual cortex.

Authors:  Anitha Pasupathy; Taekjun Kim; Dina V Popovkina
Journal:  Curr Opin Neurobiol       Date:  2019-10-04       Impact factor: 6.627

6.  Redundancy between spectral and higher-order texture statistics for natural image segmentation.

Authors:  Daniel Herrera-Esposito; Leonel Gómez-Sena; Ruben Coen-Cagli
Journal:  Vision Res       Date:  2021-06-30       Impact factor: 1.984

7.  Crowding and attention in a framework of neural network model.

Authors:  Endel Põder
Journal:  J Vis       Date:  2020-12-02       Impact factor: 2.240

Review 8.  Flexible contextual modulation of naturalistic texture perception in peripheral vision.

Authors:  Daniel Herrera-Esposito; Ruben Coen-Cagli; Leonel Gomez-Sena
Journal:  J Vis       Date:  2021-01-04       Impact factor: 2.240

9.  Redundancy masking: The loss of repeated items in crowded peripheral vision.

Authors:  Fazilet Zeynep Yildirim; Daniel R Coates; Bilge Sayim
Journal:  J Vis       Date:  2020-04-09       Impact factor: 2.240

10.  Opposing effects of selectivity and invariance in peripheral vision.

Authors:  Corey M Ziemba; Eero P Simoncelli
Journal:  Nat Commun       Date:  2021-07-28       Impact factor: 14.919

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