Hyvarinen, A.[Aapo]
* 1997: Wavelets And Natural Image Statistics
* 1998: Image Feature Extraction by Sparse Coding and Independent Component Analysis
* 1999: Image Feature Extraction and Denoising by Sparse Coding
* 2002: Estimating Overcomplete Independent Component Bases for Image Windows
* 2003: Bubbles: A Unifying Framework for Low-Level Statistical Properties of Natural Image Sequences
* 2004: Learning high-level independent components of images through a spectral representation
* 2007: Equivalence of Some Common Linear Feature Extraction Techniques for Appearance-Based Object Recognition Tasks
* 2007: Statistical Properties of Local Log-Contrast in Natural Images, The
* 2009: Natural Image Statistics: A Probabilistic Approach to Early Computational Vision
* 2009: Natural image statistics: Energy-based models estimated by score matching
* 2012: Learning a selectivity-invariance-selectivity feature extraction architecture for images
Includes: Hyvarinen, A.[Aapo] Hyvärinen, A. (Maybe also Hyvaerinen, A.)Hyvärinen, A.[Aapo] (Maybe also Hyvaerinen, A.)Hyvarinen, A.
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