(Q30501510)

19 October 2017

Nonlinear extraction of independent components of natural images using radial gaussianization (English)

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19 October 2017

2

Eero P Simoncelli

1 reference

19 October 2017

Siwei Lyu

1

1 reference

19 October 2017

language of work or name

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1 June 2009

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19 October 2017

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19 October 2017

21

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19 October 2017

6

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19 October 2017

1485-1519

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maintained by WikiProject

19 October 2017

WikiProject Mathematics

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cites work

Functional mechanisms shaping lateral geniculate responses to artificial and natural stimuli

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Fast and robust fixed-point algorithms for independent component analysis

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

Image denoising using scale mixtures of Gaussians in the wavelet domain

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

Theoretical understanding of the early visual processes by data compression and data selection

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

Optimally sparse representation in general (nonorthogonal) dictionaries via l minimization

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

Natural image statistics and neural representation

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

Learning overcomplete representations.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

Independent component analysis of natural image sequences yields spatio-temporal filters similar to simple cells in primary visual cortex

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

The "independent components" of natural scenes are edge filters

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

Sparse coding with an overcomplete basis set: A strategy employed by V1?

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

Model of visual contrast gain control and pattern masking

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

Modelling the power spectra of natural images: statistics and information.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

Emergence of simple-cell receptive field properties by learning a sparse code for natural images

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

Predictive coding: a fresh view of inhibition in the retina

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

Relations between the statistics of natural images and the response properties of cortical cells

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

Normalization of cell responses in cat striate cortex

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

Cortical neurons: isolation of contrast gain control

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

Factorial coding of natural images: how effective are linear models in removing higher-order dependencies?

20 June 2018

1 reference

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Image compression via joint statistical characterization in the wavelet domain.

21 January 2018

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

The Laplacian Pyramid as a Compact Image Code

21 January 2018

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

High-order contrasts for independent component analysis.

21 January 2018

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

Human luminance pattern-vision mechanisms: masking experiments require a new model

21 January 2018

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

Emergence of phase- and shift-invariant features by decomposition of natural images into independent feature subspaces.

21 January 2018

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

Topographic independent component analysis.

21 January 2018

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

Bubbles: a unifying framework for low-level statistical properties of natural image sequences.

21 January 2018

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

A hierarchical Bayesian model for learning nonlinear statistical regularities in nonstationary natural signals.

21 January 2018

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

21 January 2018

The structure of images.

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

Estimating mutual information

21 January 2018

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

Modeling multiscale subbands of photographic images with fields of Gaussian scale mixtures

21 January 2018

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

A Theory for Multiresolution Signal Decomposition: The Wavelet Representation

21 January 2018

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

Matching pursuits with time-frequency dictionaries

21 January 2018

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

Nonlinear image representation for efficient perceptual coding.

21 January 2018

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

Chapter 9 Visual adaptation and retinal gain controls

21 January 2018

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

Optimal coding through divisive normalization models of V1 neurons

21 January 2018

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

Fundamental limits of linear filters in the visual processing of two-dimensional signals

21 January 2018

1 reference

https://api.crossref.org/works/10.1162%2FNECO.2009.04-08-773

Reducing statistical dependencies in natural signals using radial Gaussianization.

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3120963

Efficient coding of natural sounds

26 November 2018

1 reference

12 December 2020

Searching for filters with 'interesting' output distributions: an uninteresting direction to explore?

1 reference

12 December 2020

Natural signal statistics and sensory gain control

1 reference

12 December 2020

Some informational aspects of visual perception

1 reference

12 December 2020

Statistics of natural images: Scaling in the woods

1 reference

12 December 2020

Nonlinear independent component analysis: Existence and uniqueness results

1 reference

12 December 2020

10.1162/NECO.2009.04-08-773

Identifiers

DOI

1 reference

19 October 2017

1 reference

DBLP Dataset 2021-01-02

28 January 2021

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19 October 2017

PubMed publication ID

19191599

1 reference