Vision and the statistics of the visual environment

Research output: Contribution to journalReview article

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.

Original languageEnglish (US)
Pages (from-to)144-149
Number of pages6
JournalCurrent Opinion in Neurobiology
Volume13
Issue number2
DOIs
StatePublished - Apr 2003

ASJC Scopus subject areas

  • Neuroscience(all)

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