Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency

De-noising by soft-thresholding

1995 • 9,263 citations

Ideal spatial adaptation by wavelet shrinkage

1994 • 7,603 citations

Embedded image coding using zerotrees of wavelet coefficients

1993 • 4,862 citations

Adapting to Unknown Smoothness via Wavelet Shrinkage

1995 • 4,207 citations

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

1987 • 3,200 citations

Adaptive wavelet thresholding for image denoising and compression

2000 • 2,857 citations

Ideal Spatial Adaptation by Wavelet Shrinkage

1994 • 2,442 citations

Natural Image Statistics and Neural Representation

2001 • 2,366 citations

Translation-Invariant De-Noising

1995 • 1,925 citations

Wavelet-based statistical signal processing using hidden Markov models

1998 • 1,677 citations

Adapting to Unknown Smoothness via Wavelet Shrinkage

1995 • 1,670 citations

Complex Wavelets for Shift Invariant Analysis and Filtering of Signals

2001 • 1,658 citations

The JPEG2000 still image coding system: an overview

2000 • 1,341 citations

Spatially adaptive wavelet thresholding with context modeling for image denoising

2000 • 904 citations

Image processing with complex wavelets

1999 • 803 citations

Statistical Modeling by Wavelets

2000 • 790 citations

Low-complexity image denoising based on statistical modeling of wavelet coefficients

1999 • 789 citations

Noise removal via Bayesian wavelet coring

2002 • 633 citations

Statistical Modeling by Wavelets

1999 • 612 citations

Wavelet Thresholding via A Bayesian Approach

1998 • 563 citations

Statistics of natural images and models

2003 • 518 citations

Scale Mixtures of Gaussians and the Statistics of Natural Images

1999 • 441 citations

Sparse Code Shrinkage: Denoising of Nongaussian Data by Maximum Likelihood Estimation

1999 • 396 citations

Wavelet Shrinkage Denoising Using the Non-Negative Garrote

1998 • 325 citations

A representation theorem and its applications to spherically-invariant random processes

1973 • 319 citations

Incorporating Information on Neighboring Coefficients Into Wavelet Estimation

2001 • 305 citations

Non-Gaussian random vector identification using spherically invariant random processes

1993 • 288 citations

Statistical models for images: compression, restoration and synthesis

2002 • 279 citations

Information-theoretic analysis of interscale and intrascale dependencies between image wavelet coefficients

2001 • 269 citations

Bayesian Denoising of Visual Images in the Wavelet Domain

1999 • 245 citations

Wavelet-based image estimation: an empirical Bayes approach using Jeffrey's noninformative prior

2001 • 237 citations

<title>Modeling the joint statistics of images in the wavelet domain</title>

1999 • 201 citations

Adaptive thresholding of wavelet coefficients

1996 • 177 citations

Wavelet Shrinkage Denoising Using the Non-Negative Garrote

1998 • 152 citations

Adaptive Wiener denoising using a Gaussian scale mixture model in the wavelet domain

2002 • 148 citations

Statistics of range images

2002 • 148 citations

Image Denoising by Sparse Code Shrinkage

2009 • 136 citations

Image denoising using a local contextual hidden Markov model in the wavelet domain

2001 • 135 citations

Hidden Markov tree modeling of complex wavelet transforms

2002 • 105 citations

Spatially adaptive image denoising under overcomplete expansion

2002 • 91 citations

Image denoising using a local Gaussian scale mixture model in the wavelet domain

2000 • 79 citations

Improved hidden Markov models in the wavelet-domain

2001 • 77 citations

<title>Wavelet statistical models and Besov spaces</title>

1999 • 62 citations

Efficient wavelet-based image denoising algorithm

2001 • 57 citations

Bayesian wavelet denoising: Besov priors and non-Gaussian noises

2001 • 42 citations

Image Denoising by Sparse Code Shrinkage

2009 • 36 citations

Image denoising based on scale-space mixture modeling of wavelet coefficients

2003 • 34 citations

Text and picture segmentation by the distribution analysis of wavelet coefficients

2002 • 33 citations

Multiscale texture segmentation using wavelet-domain hidden Markov models

2002 • 24 citations

Wavelet Statistical Models and Besov Spaces

2003 • 17 citations