Spatio-chromatic adaptation via higher-order canonical correlation analysis of natural images.

Independent component and canonical correlation analysis are two general-purpose statistical methods with wide applicability. In neuroscience, independent component analysis of chromatic natural images explains the spatio-chromatic structure of primary cortical receptive fields in terms of propertie...

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Bibliographic Details
Main Authors: Michael U Gutmann, Valero Laparra, Aapo Hyvärinen, Jesús Malo
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3922757?pdf=render