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Home > Natural Image Statistics: A Probabilistic Approach to Early Computational Vision. > Optimization Theory and Algorithms

Natural Image Statistics: A Probabilistic Approach to Early Computational Vision. |

Aapo Hyvärinen; Jarmo Hurri; Patrick O. Hoyer

Springer London

Natural Image Statistics: A Probabilistic Approach to Early Computational Vision.

Optimization Theory and Algorithms

Chapter Info

Authors

Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer

ARI Id

1664233625662_862034

Access

Not Available Free

Pages

377-397

DOI

10.1007/978-1-84882-491-1_18

Chapter URL

https://rd.springer.com/chapter/10.1007/978-1-84882-491-1_18

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Chapters/Headings	Author(s)	Pages	Info
Front Matter		i-xix
Introduction	Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer	1-21
Front Matter		23-23
Linear Filters and Frequency Analysis	Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer	25-49
Outline of the Visual System	Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer	51-66
Multivariate Probability and Statistics	Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer	67-90
Front Matter		91-91
Principal Components and Whitening	Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer	93-130
Sparse Coding and Simple Cells	Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer	131-150
Independent Component Analysis	Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer	151-175
Information-Theoretic Interpretations	Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer	177-196
Front Matter		197-197
Energy Correlation of Linear Features and Normalization	Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer	199-211
Energy Detectors and Complex Cells	Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer	213-237
Energy Correlations and Topographic Organization	Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer	239-261
Dependencies of Energy Detectors: Beyond V1	Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer	263-276
Overcomplete and Non-negative Models	Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer	277-293
Lateral Interactions and Feedback	Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer	295-306
Front Matter		307-307
Color and Stereo Images	Aapo Hyvärinen; Jarmo Hurri; Patrik O. Hoyer	309-323
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