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

by Anthony J. Bell , Terrence J. Sejnowski
Citations:476 - 27 self

Active Bibliography

20 Low Entropy Coding with Unsupervised Neural Networks – George Francis Harpur
64 Learning the Higher-Order Structure of a Natural Sound – Anthony J. Bell, Terrence J. Sejnowski - 1996
3 Face Modeling by Information Maximization – Marian Stewart Bartlett , Javier R. Movellan, Terrence J. Sejnowski - 2002
2 Probabilistic Models of Early Vision – Patrik O. Hoyer - 2002
71 Face Image Analysis by Unsupervised Learning and Redundancy Reduction – Marian Stewart Bartlett - 1998
112 A probabilistic framework for the adaptation and comparison of image codes – Michael S. Lewicki, Bruno A. Olshausen - 1999
14 Efficient Encoding of Natural Time Varying Images Produces Oriented Space-Time Receptive Fields – Rajesh P.N. Rao, Dana H. Ballard - 1997
189 Face recognition by independent component analysis – Marian Stewart Bartlett, Javier R. Movellan, Terrence J. Sejnowski - 2002
Dynamics of Receptive Fields Induced By Cortical Reorganization – Germán Mato, Néstor Parga
56 Independent component analysis applied to feature extraction from colour and stereo images – Patrik O. Hoyer, Aapo Hyvärinen - 2000
1 Information Theoretic Approach to Neural Coding and Parameter Estimation: A Perspective – Jean-pierre Nadal
8 From blind signal extraction to blind instantaneous signal separation: criteria, algorithm, and stability – Sergio A. Cruces-alvarez, Associate Member, Andrzej Cichocki - 2004
22 Processing of natural time series of intensities by the visual system of the blowfly – J. H. Van Hateren - 1997
31 Wavelets, vision and the statistics of natural scenes – D. J. Field - 1999
57 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
1492 Independent Component Analysis – Aapo Hyvärinen - 2001
257 Learning Overcomplete Representations – Michael S. Lewicki, Terrence J. Sejnowski - 2000