Active Bibliography

2 Probabilistic Models of Early Vision – Patrik O. Hoyer - 2002
5 Independent Component Analysis in Image Denoising – Patrik Hoyer - 1999
41 Independent component analysis applied to feature extraction from colour and stereo images – Patrik O. Hoyer, Aapo Hyvärinen - 2000
1 Adaptive methods for blind equalization and signal separation in MIMO systems – Mihai Enescu - 2002
Extensions of Linear Independent Component Analysis: Neural and Information-Theoretic Methods – Petteri Pajunen
33 Chromatic structure of natural scenes – Thomas Wachtler, Te-won Lee, Terrence J. Sejnowski - 2001
Imposing Sparsity on the Mixing Matrix in Independent Component Analysis – Aapo Hyvärinen, Raju Karthikesh
285 Independent component analysis: algorithms and applications – Aapo Hyvärinen, Erkki Oja - 2000
112 Emergence of Phase- and Shift-Invariant Features by Decomposition of Natural Images into Independent Feature Subspaces – Aapo Hyvärinen, Patrik Hoyer - 2000
70 Sparse Code Shrinkage: Denoising of Nongaussian Data by Maximum Likelihood Estimation – Aapo Hyvärinen - 1999
18 Advances in nonlinear blind source separation – Christian Jutten - 2003
6 Estimating Functions for Blind Separation When Sources Have Variance-Dependencies – Motoaki Kawanabe, Klaus-Robert Müller - 2004
46 A Two-Layer Sparse Coding Model Learns Simple and Complex Cell Receptive Fields and Topography From Natural Images – Aapo Hyvärinen, Patrik O. Hoyer - 2001
4 Enhanced Independent Component Analysis and Its Application to Content Based Face Image Retrieval – Chengjun Liu - 2004
81 Independent Component Analysis Of Natural Image Sequences Yields Spatiotemporal Filters Similar To Simple Cells In Primary Visual Cortex – J. H. van Hateren, D. L. Ruderman - 1998
178 Independent Factor Analysis – H. Attias - 1999
17 Low Entropy Coding with Unsupervised Neural Networks – George Francis Harpur
9 Nonlinear Extraction of Independent Components of Natural Images Using Radial Gaussianization – Siwei Lyu, Eero P. Simoncelli - 2009
22 Image Denoising by Sparse Code Shrinkage – Aapo Hyvärinen, Patrik Hoyer, Erkki Oja - 1999