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Regression analysis / Econometrics / Image denoising / Spatial data analysis / Nonparametric regression / Kernel regression / Mutual information / M-estimator / Statistics / Non-parametric statistics / Estimation theory


NONPARAMETRIC REGRESSION IN IMAGING: FROM LOCAL KERNEL TO MULTIPLE-MODEL NONLOCAL COLLABORATIVE FILTERING Vladimir Katkovnik, Alessandro Foi, Karen Egiazarian, and Jaakko Astola Department of Signal Processing, Tampere U
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Document Date: 2008-09-03 07:24:05

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Poznan / Moscow / New York / Exemplar / Thessaloniki / Bellingham / Cleveland / Lausanne / St. Petersburg / London / San Diego / Unsupervised Patch / San Jose / /

Company

Prentice-Hall / Hindawi Publishing Corporation / SPIE PRESS / /

Country

Switzerland / Poland / Russia / United States / Finland / Greece / /

Facility

Tampere University of Technology / Institute of Signal Processing / Tampere University of Technology P.O. Box / /

IndustryTerm

penalized energy criterion / energy criterion / discontinuous solutions / image denoising algorithms / adaptive image/signal processing / image processing problems / imaging / energy / adaptive local image processing / adaptive algorithms / image processing / nonlocal means algorithm / nonparametric image processing / joint processing / multipoint processing / /

Organization

UCLA / Jaakko Astola Department of Signal Processing / American Statistical Association / Academy of Finland / Tampere University of Technology / vol. / Institute of Signal Processing / Politecnico di Milano / Pattern Analysis and Machine Intelligence / /

Person

Vladimir Katkovnik / Alessandro Foi / K. Egiazarian / V / Gram / Karen Egiazarian / A. Foi / V / Schiaparelli / H. Öktem / V / /

Position

meteorologist / actuary / model for the block estimate / /

ProgrammingLanguage

OCAL / /

ProvinceOrState

Washington / Nova Scotia / /

Technology

Remote Sensing / 3-D / NL-means algorithm / Components algorithm / SUSAN algorithm / image processing / BM3D algorithm / image denoising algorithms / derived algorithms / local algorithms / http / LPAICI algorithm / Simulation / K-SVD algorithm / nonlocal means algorithm / Pointwise Shape-Adaptive DCT algorithm / /

URL

www.math.ucla.edu/applied/cam / http /

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