Literature DB >> 12744966

Vision and the statistics of the visual environment.

Eero P Simoncelli1.   

Abstract

It is widely believed that visual systems are optimized for the visual properties of the environment inhabited by the organism. A specific instance of this principle is known as the Efficient Coding Hypothesis, which holds that the purpose of early visual processing is to produce an efficient representation of the incoming visual signal. The theory provides a quantitative link between the statistical properties of the world and the structure of the visual system. As such, specific instances of this theory have been tested experimentally, and have been used to motivate and constrain models for early visual processing.

Mesh:

Year:  2003        PMID: 12744966     DOI: 10.1016/s0959-4388(03)00047-3

Source DB:  PubMed          Journal:  Curr Opin Neurobiol        ISSN: 0959-4388            Impact factor:   6.627


  86 in total

1.  Local diversity and fine-scale organization of receptive fields in mouse visual cortex.

Authors:  Vincent Bonin; Mark H Histed; Sergey Yurgenson; R Clay Reid
Journal:  J Neurosci       Date:  2011-12-14       Impact factor: 6.167

2.  Non-isomorphism in efficient coding of complex sound properties.

Authors:  Christian E Stilp; Keith R Kluender
Journal:  J Acoust Soc Am       Date:  2011-11       Impact factor: 1.840

3.  Region grouping in natural foliage scenes: image statistics and human performance.

Authors:  Almon D Ing; J Anthony Wilson; Wilson S Geisler
Journal:  J Vis       Date:  2010-04-27       Impact factor: 2.240

4.  Cochlea-scaled entropy, not consonants, vowels, or time, best predicts speech intelligibility.

Authors:  Christian E Stilp; Keith R Kluender
Journal:  Proc Natl Acad Sci U S A       Date:  2010-06-21       Impact factor: 11.205

5.  Rapid efficient coding of correlated complex acoustic properties.

Authors:  Christian E Stilp; Timothy T Rogers; Keith R Kluender
Journal:  Proc Natl Acad Sci U S A       Date:  2010-11-22       Impact factor: 11.205

6.  Responses of blowfly motion-sensitive neurons to reconstructed optic flow along outdoor flight paths.

Authors:  N Boeddeker; J P Lindemann; M Egelhaaf; J Zeil
Journal:  J Comp Physiol A Neuroethol Sens Neural Behav Physiol       Date:  2005-08-23       Impact factor: 1.836

Review 7.  Sensory adaptation.

Authors:  Barry Wark; Brian Nils Lundstrom; Adrienne Fairhall
Journal:  Curr Opin Neurobiol       Date:  2007-08-21       Impact factor: 6.627

8.  Adapting to altered image statistics using processed video.

Authors:  Michael Falconbridge; David Wozny; Ladan Shams; Stephen A Engel
Journal:  Vision Res       Date:  2009-04-11       Impact factor: 1.886

Review 9.  Do humans make good decisions?

Authors:  Christopher Summerfield; Konstantinos Tsetsos
Journal:  Trends Cogn Sci       Date:  2014-12-06       Impact factor: 20.229

10.  Reliability of cortical activity during natural stimulation.

Authors:  Uri Hasson; Rafael Malach; David J Heeger
Journal:  Trends Cogn Sci       Date:  2009-12-11       Impact factor: 20.229

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