Literature DB >> 8917763

Modelling the power spectra of natural images: statistics and information.

A van der Schaaf1, J H van Hateren.   

Abstract

Power spectra of an extensive set of natural images were analysed. Both the total power in a spectrum (corresponding to image contrast) and its dependence on spatial frequency vary considerably between images, and also within images when considered as functions of orientation. A series of probabilistic models for power spectra enabled calculating the information obtained from prior knowledge of parameters describing spectra. Most information is gained from contrast, 1/f2 spatial frequency behaviour, and contrast as a function of orientation. Variations in spatial frequency behaviour are relatively unimportant. For oriented contrast, a bandwidth of 10-30 deg is sufficient to obtain most information.

Mesh:

Year:  1996        PMID: 8917763     DOI: 10.1016/0042-6989(96)00002-8

Source DB:  PubMed          Journal:  Vision Res        ISSN: 0042-6989            Impact factor:   1.886


  77 in total

1.  Modeling LGN responses during free-viewing: a possible role of microscopic eye movements in the refinement of cortical orientation selectivity.

Authors:  M Rucci; G M Edelman; J Wray
Journal:  J Neurosci       Date:  2000-06-15       Impact factor: 6.167

2.  Methods for quantifying the informational structure of sensory and motor data.

Authors:  Max Lungarella; Teresa Pegors; Daniel Bulwinkle; Olaf Sporns
Journal:  Neuroinformatics       Date:  2005

3.  Image statistics of the environment surrounding freely behaving hoverflies.

Authors:  Olga Dyakova; Martin M Müller; Martin Egelhaaf; Karin Nordström
Journal:  J Comp Physiol A Neuroethol Sens Neural Behav Physiol       Date:  2019-04-01       Impact factor: 1.836

4.  Analysis of the visual spatiotemporal properties of American Sign Language.

Authors:  Rain G Bosworth; Charles E Wright; Karen R Dobkins
Journal:  Vision Res       Date:  2019-09-23       Impact factor: 1.886

5.  Cones perform a non-linear transformation on natural stimuli.

Authors:  D Endeman; M Kamermans
Journal:  J Physiol       Date:  2009-12-14       Impact factor: 5.182

6.  Role for Visual Experience in the Development of Direction-Selective Circuits.

Authors:  Rémi Bos; Christian Gainer; Marla B Feller
Journal:  Curr Biol       Date:  2016-05-05       Impact factor: 10.834

7.  The distribution of oriented contours in the real world.

Authors:  D M Coppola; H R Purves; A N McCoy; D Purves
Journal:  Proc Natl Acad Sci U S A       Date:  1998-03-31       Impact factor: 11.205

8.  Influences on the global structure of cortical maps.

Authors:  G J Goodhill; K R Bates; P R Montague
Journal:  Proc Biol Sci       Date:  1997-05-22       Impact factor: 5.349

9.  Frequency-band signatures of visual responses to naturalistic input in ferret primary visual cortex during free viewing.

Authors:  Kristin K Sellers; Davis V Bennett; Flavio Fröhlich
Journal:  Brain Res       Date:  2014-12-12       Impact factor: 3.252

10.  Association between power law coefficients of the anatomical noise power spectrum and lesion detectability in breast imaging modalities.

Authors:  Lin Chen; Craig K Abbey; John M Boone
Journal:  Phys Med Biol       Date:  2013-02-19       Impact factor: 3.609

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