The "Independent Components" of Natural Scenes are Edge Filters (1997)

by Anthony J. Bell , Terrence J. Sejnowski
Citations:381 - 24 self

Active Bibliography

17 Low Entropy Coding with Unsupervised Neural Networks – George Francis Harpur
57 Learning the Higher-Order Structure of a Natural Sound – Anthony J. Bell, Terrence J. Sejnowski - 1996
2 Probabilistic Models of Early Vision – Patrik O. Hoyer - 2002
41 Independent component analysis applied to feature extraction from colour and stereo images – Patrik O. Hoyer, Aapo Hyvärinen - 2000
2 Face Modeling by Information Maximization – Marian Stewart Bartlett , Javier R. Movellan, Terrence J. Sejnowski - 2002
13 Efficient Encoding of Natural Time Varying Images Produces Oriented Space-Time Receptive Fields – Rajesh P.N. Rao, Dana H. Ballard - 1997
1019 Independent Component Analysis – Aapo Hyvärinen - 2001
9 Independent Component Analysis of Image Data – Jarmo Hurri, Jarmo Hurri - 1997
Dynamics of Receptive Fields Induced By Cortical Reorganization – Germán Mato, Néstor Parga
A Unifying Information-theoretic Framework for Independent Component Analysis – Te-Won Lee Mark, Mark Girolami, Anthony J. Bell, Terrence J. Sejnowski - 1998
74 A Unifying Information-theoretic Framework for Independent Component Analysis – Te-won Lee, Mark Girolami, Anthony J. Bell, Terrence J. Sejnowski - 1999
6 From blind signal extraction to blind instantaneous signal separation: criteria, algorithm, and stability – Sergio A. Cruces-alvarez, Associate Member, Andrzej Cichocki - 2004
Extensions of Linear Independent Component Analysis: Neural and Information-Theoretic Methods – Petteri Pajunen
24 Wavelets, vision and the statistics of natural scenes – D. J. Field - 1999
84 A Probabilistic Framework for the Adaptation and Comparison of Image Codes – Michael S. Lewicki, Bruno A. Olshausen - 1999
49 Edges are the `Independent Components' of Natural Scenes. – Anthony Bell, Terrence J. Sejnowski - 1996
Image Representation Through Sparse--Distributed Coding – Abderrahim Labbi, X Such That
Dynamics of Receptive Fields in the Visual System: Plasticity of Intra-Cortical Connections – G. Mato, N. Parga, Ciudad Universitaria De Cantoblanco
57 Face Image Analysis by Unsupervised Learning and Redundancy Reduction – Marian Stewart Bartlett - 1998