Publications of Jarmo Hurri

PhD Thesis

Journal articles

Jarmo Hurri and Aapo Hyvärinen: Simple-Cell-Like Receptive Fields Maximize Temporal Coherence in Natural Video. Neural Computation, volume 15, number 3, pages 663-691, 2003.
final version
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Jarmo Hurri and Aapo Hyvärinen: Temporal and spatiotemporal coherence in simple-cell responses: A generative model of natural image sequences. Network: Computation in Neural Systems, volume 14, number 3, pages 527-551, 2003.
final version
draft: PDF

Aapo Hyvärinen, Jarmo Hurri, and Jaakko Väyrynen: Bubbles: A Unifying Framework for Low-Level Statistical Properties of Natural Image Sequences. Journal of the Optical Society of America A, volume 20, number 7, pages 1237-1252, 2003.
final version
draft: Postscript / Gzipped Postscript / PDF

Conference papers

Jarmo Hurri and Aapo Hyvärinen: Temporal Coherence, Natural Image Sequences, and the Visual Cortex. Advances in Neural Information Processing Systems, volume 15, pages 141-148, 2003.
Postscript / Gzipped Postscript / PDF

Jarmo Hurri and Aapo Hyvärinen: A Two-Layer Temporal Generative Model of Natural Video Exhibits Complex-Cell-Like Pooling of Simple Cell Outputs. Computational Neuroscience: Trends in Research 2003 (Proceedings of CNS*2002), pages 553-559, 2003.
Not available on-line at the moment.

Jarmo Hurri and Aapo Hyvärinen: Receptive Fields Similar to Simple Cells Maximize Temporal Coherence in Natural Video. In Dorronsoro, J.R., editor, Artificial Neural Networks - ICANN 2002, pages 33-38, 2002.
Not available on-line at the moment.

Jarmo Hurri and Aapo Hyvärinen: A Novel Temporal Generative Model of Natural Video as an Internal Model in Early Vision. In Pece, A.E.C, editor, Proceedings of the First International Workshop on Generative-Model-Based Vision: GMBV 2002, pages 33-38, 2002.
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Jorma Laaksonen, Jarmo Hurri, Erkki Oja, and Jari Kangas: Comparison of Adaptive Strategies for On-Line Character Recognition. Proceedings of 1998 International Conference on Artificial Neural Networks (ICANN '98), 1998.
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Jorma Laaksonen, Jarmo Hurri, Erkki Oja, and Jari Kangas: Experiments with a Self-Supervised Adaptive Classification Strategy in On-Line Recognition of Isolated Handwritten Latin Characters. Proceedings of the 1998 International Workshop on Frontiers in Handwriting Recognition (IWFHR '98),1998.
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Jarmo Hurri, Aapo Hyvärinen, and Erkki Oja: Wavelets and Natural Image Statistics. Proceedings of the 1997 Scandinavian Conference on Image Analysis (SCIA '97),1997.
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Juha Karhunen, Aapo Hyvärinen, Ricardo Vigario, Jarmo Hurri, and Erkki Oja: Applications of Neural Blind Source Separation to Signal and Image Processing. Proceedings of IEEE 1997 International Conference on Acoustics, Speech, and Signal Processing (ICASSP'97),1997.
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Jarmo Hurri, Aapo Hyvärinen, Juha Karhunen, and Erkki Oja: Image Feature Extraction Using Independent Component Analysis. Proceedings of IEEE 1996 Nordic Conference on Signal Processing (NORSIG'96),1996.
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Previous Theses

Licentiate's thesis: Deciding new product requirements, 2000.
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Master's thesis: Independent Component Analysis of Image Data, 1997.
Gzipped Postscript