Information-theoretic analysis of interscale and intrascale dependencies between image wavelet coefficients
Data up to Jan 2025
Total Citations Per Year
Abstract
References (58)
Elements of Information Theory
2001 • 38,276 citations
Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
1984 • 17,865 citations
A Wavelet Tour of Signal Processing
1999 • 16,854 citations
Ten lectures on wavelets
1992 • 15,909 citations
Density Estimation for Statistics and Data Analysis
2018 • 15,477 citations
Ten Lectures on Wavelets
1992 • 12,641 citations
An Information-Maximization Approach to Blind Separation and Blind Deconvolution
1995 • 8,891 citations
Density Estimation for Statistics and Data Analysis
1400 • 8,320 citations
Fundamentals of digital image processing
1988 • 7,281 citations
A new, fast, and efficient image codec based on set partitioning in hierarchical trees
1996 • 5,442 citations
Embedded image coding using zerotrees of wavelet coefficients
1993 • 4,862 citations
Fundamentals of digital image processing
1989 • 4,397 citations
An Introduction to Signal Detection and Estimation
1988 • 3,261 citations
Time Series: Data Analysis and Theory.
1976 • 2,796 citations
Digital Image Enhancement and Noise Filtering by Use of Local Statistics
1980 • 2,548 citations
An Introduction to Signal Detection and Estimation
1994 • 2,504 citations
Blind signal separation: statistical principles
1998 • 1,869 citations
Wavelet-based statistical signal processing using hidden Markov models
1998 • 1,677 citations
An introduction to signal detection and estimation (2nd ed.)
1994 • 1,068 citations
Alignment by maximization of mutual information
2002 • 1,002 citations
A generalized Gaussian image model for edge-preserving MAP estimation
1993 • 879 citations
Information and information stability of random variables and processes
1964 • 847 citations
Low-complexity image denoising based on statistical modeling of wavelet coefficients
1999 • 789 citations
Time Series: Data Analysis and Theory.
1981 • 753 citations
Optimization of mutual information for multiresolution image registration
2000 • 694 citations
Noise removal via Bayesian wavelet coring
2002 • 633 citations
Nonparametric entropy estimation. An overview
1997 • 622 citations
Probability, Random Processes, and Estimation Theory for Engineers
1986 • 597 citations
Image compression via joint statistical characterization in the wavelet domain
1999 • 539 citations
Estimation of the information by an adaptive partitioning of the observation space
1999 • 477 citations
Scale Mixtures of Gaussians and the Statistics of Natural Images
1999 • 441 citations
An overview of JPEG-2000
2002 • 370 citations
Multiscale image segmentation using wavelet-domain hidden Markov models
2001 • 365 citations
Probability, Random Processes and Estimation Theory for Engineers.
1995 • 354 citations
Information and Information Stability of Random Variables and Processes.
1964 • 353 citations
Lower bounds for parametric estimation with constraints
1990 • 335 citations
Wavelet-based image denoising using a Markov random field a priori model
1997 • 321 citations
Spatially adaptive statistical modeling of wavelet image coefficients and its application to denoising
1999 • 268 citations
Image coding based on mixture modeling of wavelet coefficients and a fast estimation-quantization framework
2002 • 260 citations
<title>Modeling the joint statistics of images in the wavelet domain</title>
1999 • 201 citations
Random Cascades on Wavelet Trees and Their Use in Analyzing and Modeling Natural Images
2001 • 200 citations
Advances in Independent Component Analysis
2000 • 192 citations
On the estimation of entropy
1993 • 187 citations
Multiscale modeling and estimation of Poisson processes with application to photon-limited imaging
1999 • 170 citations
Image coding based on a morphological representation of wavelet data
1999 • 169 citations
Comparison of different methods of classification in subband coding of images
1997 • 162 citations
Multiresolution image classification by hierarchical modeling with two-dimensional hidden Markov models
2000 • 132 citations
Elements of pattern theory
1997 • 126 citations
Information-theoretic image formation
1998 • 115 citations
Embedded block coding in JPEG2000
2000 • 99 citations
Elements of Pattern Theory
1996 • 90 citations
On functionals satisfying a data-processing theorem
1973 • 85 citations
Spatially adaptive wavelet thresholding with context modeling for image denoising
2002 • 72 citations
Image denoising based on scale-space mixture modeling of wavelet coefficients
2003 • 34 citations
Entropy coding of composite sources modeled by infinite Gaussian mixture distributions
2002 • 24 citations
Multiscale texture segmentation using wavelet-domain hidden Markov models
2002 • 24 citations
On the problem of granulometry for a degraded Boolean image model
1999 • 6 citations
Design and analysis of a forward-adaptive wavelet image coder
2002 • 2 citations