PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Jussi Lindgren

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Number of EPrints submitted by this user: 12

Attention-Driven Parts-Based Object Detection
Ilkka Autio and Jussi Lindgren
In: ECAI 2004, 22-27 Aug 2004, Valencia, Spain.

Learning High-level Independent Components of Images through a Spectral Representation
Jussi Lindgren and Aapo Hyvärinen
In: ICPR 2004, 23-26 Aug 2004, Cambridge, UK.

Online Learning of Discriminative Patterns from Unlimited Sequences of Candidates
Ilkka Autio and Jussi Lindgren
In: 18th International Conference on Pattern Recognition, ICPR2006, 20-24 Aug 2006, Hong Kong, China.

Emergence of conjunctive visual features by quadratic independent component analysis
Jussi Lindgren and Aapo Hyvärinen
In: NIPS 2006, 4-7 December 2006, Vancouver, Canada.

The statistical properties of local log-contrast in natural images
Jussi Lindgren, Jarmo Hurri and Aapo Hyvärinen
In: SCIA 2007, 10-14 Jun 2007, Denmark.

Unsupervised learning of dependencies between local luminance and contrast in natural images
Jussi Lindgren, Jarmo Hurri and Aapo Hyvärinen
In: IJCNN 2008, 01-06 Jun 2008, Hong Kong, China.

On the learning of nonlinear visual features from natural images by optimizing response energies
Jussi Lindgren and Aapo Hyvärinen
In: IJCNN 2008, 01-06 Jun 2008, Hong Kong, China.

Across-channel dependencies between local luminance and contrast in natural images
Jussi Lindgren, Jarmo Hurri and Aapo Hyvärinen
In: COSYNE 2008, 28 Feb - 02 Mar 2008, Utah, USA.

Spatial dependencies between local luminance and contrast in natural images
Jussi T. Lindgren, Jarmo Hurri and Aapo Hyvärinen
Journal of Vision Volume 8, Number 12, pp. 1-13, 0023. ISSN ISSN 1534-7362

Learning Nonlinear Visual Processing from Natural Images
Jussi T. Lindgren
(2008) PhD thesis, University of Helsinki.

Estimating Markov Random Field Potentials for Natural Images
Urs Köster, Jussi T. Lindgren and Aapo Hyvärinen
In: ICA 2009, 15-18 Mar 2009, Paraty RJ / Brazil.

Learning Natural Image Structure with a Horizonal Product Model
Urs Köster, Jussi T. Lindgren, Michael Gutmann and Aapo Hyvärinen
In: ICA 2009, 15-18 Mar 2009, Paraty RJ / Brazil.