Applications of neural blind separation to signal and image processing. - Juha Karhunen; Aapo Hyvärinen; Ricardo Vigário; Jarmo Hurri; Erkki Oja (ICASSP, 1997)

Image feature extraction by sparse coding and independent component analysis. - Aapo Hyvärinen; Erkki Oja; Patrik O. Hoyer; Jarmo Hurri (ICPR, 1998)

Receptive Fields Similar to Simple Cells Maximize Temporal Coherence in Natural Video. - Jarmo Hurri; Aapo Hyvärinen (ICANN, 2002)

Temporal Coherence, Natural Image Sequences, and the Visual Cortex. - Jarmo Hurri; Aapo Hyvärinen (NIPS, 2002)

A two-layer temporal generative model of natural video exhibits complex-cell-like pooling of simple cell outputs. - Jarmo Hurri; Aapo Hyvärinen (Neurocomputing, 2003)

Simple-Cell-Like Receptive Fields Maximize Temporal Coherence in Natural Video. - Jarmo Hurri; Aapo Hyvärinen (Neural Comput., 2003)

Spatiotemporal receptive fields maximizing temporal coherence in natural image sequences. - Jarmo Hurri; Jaakko J. Väyrynen; Aapo Hyvärinen (Neurocomputing, 2004)

A unifying framework for natural image statistics: spatiotemporal activity bubbles. - Aapo Hyvärinen; Jarmo Hurri; Jaakko J. Väyrynen (Neurocomputing, 2004)

Blind separation of sources that have spatiotemporal variance dependencies. - Aapo Hyvärinen; Jarmo Hurri (Signal Process., 2004)

Security of DM Quantization Watermarking Schemes: A Practical Study for Digital Images. - Patrick Bas; Jarmo Hurri (IWDW, 2005)

Learning Cue-Invariant Visual Responses. - Jarmo Hurri (NIPS, 2005)

The Statistical Properties of Local Log-Contrast in Natural Images. - Jussi T. Lindgren; Jarmo Hurri; Aapo Hyvärinen (SCIA, 2007)

Unsupervised learning of dependencies between local luminance and contrast in natural images. - Jussi T. Lindgren; Jarmo Hurri; Aapo Hyvärinen (IJCNN, 2008)

Natural Image Statistics - A Probabilistic Approach to Early Computational Vision - Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer (Springer, 2009)