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    » Adaptive Image Denoising by Mixture Adaptation
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    ICIP
    2000
    IEEE
    212views Image Processing» more  ICIP 2000»
    Spatially Adaptive Image Denoising Under OverComplete Expansion
    14 years 9 months ago
    Spatially Adaptive Image Denoising Under OverComplete Expansion
    Download  www.csee.wvu.edu
    This paper presents a novel wavelet-based image denoising algorithm under overcomplete expansion. In order to optimize the denoising performance, we make a systematic study of bot...
    Xin Li, Michael T. Orchard
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    TIP
    2008
    163views more  TIP 2008»
    Image Modeling and Denoising With Orientation-Adapted Gaussian Scale Mixtures
    13 years 7 months ago
    Image Modeling and Denoising With Orientation-Adapted Gaussian Scale Mixtures
    Download  www.cns.nyu.edu
    We develop a statistical model to describe the spatially varying behavior of local neighborhoods of coefficients in a multiscale image representation. Neighborhoods are modeled as ...
    David K. Hammond, Eero P. Simoncelli
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    ICIP
    2007
    IEEE
    192views Image Processing» more  ICIP 2007»
    Image Denoising with Nonparametric Hidden Markov Trees
    14 years 9 months ago
    Image Denoising with Nonparametric Hidden Markov Trees
    Download  www.cs.berkeley.edu
    We develop a hierarchical, nonparametric statistical model for wavelet representations of natural images. Extending previous work on Gaussian scale mixtures, wavelet coefficients ...
    Jyri J. Kivinen, Erik B. Sudderth, Michael I. Jord...
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    TIP
    2008
    193views more  TIP 2008»
    Image Restoration Using Space-Variant Gaussian Scale Mixtures in Overcomplete Pyramids
    13 years 7 months ago
    Image Restoration Using Space-Variant Gaussian Scale Mixtures in Overcomplete Pyramids
    Download  decsai.ugr.es
    In recent years Bayes Least Squares - Gaussian scale mixtures (BLS-GSM) has emerged as one of the most powerful methods for image restoration. Its strength relies on providing a si...
    Jose A. Guerrero-Colon, Luis Mancera, Javier Porti...
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    ICIP
    2007
    IEEE
    126views Image Processing» more  ICIP 2007»
    A Machine Learning Framework for Adaptive Combination of Signal Denoising Methods
    14 years 9 months ago
    A Machine Learning Framework for Adaptive Combination of Signal Denoising Methods
    Download  www.cns.nyu.edu
    David K. Hammond, Eero P. Simoncelli
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