Image Denoising with Generalized Gaussian Mixture Model Patch Priors
From MaRDI portal
Publication:5230422
DOI10.1137/18M116890XzbMath1429.94011arXiv1802.01458WikidataQ129009364 ScholiaQ129009364MaRDI QIDQ5230422
Truong Q. Nguyen, Charles-Alban Deledalle, Shibin Parameswaran
Publication date: 22 August 2019
Published in: SIAM Journal on Imaging Sciences (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1802.01458
Image analysis in multivariate analysis (62H35) Computing methodologies for image processing (68U10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)
Related Items (8)
Sketched learning for image denoising ⋮ Compressive Learning for Patch-Based Image Denoising ⋮ RESEARCH ON STOCHASTIC FUZZY DIFFERENTIAL EQUATIONS IN MULTIPLE BLURRED IMAGE REPAIR MODELS ⋮ Gradient-based adaptive importance samplers ⋮ Image super-resolution with PCA reduced generalized Gaussian mixture models in materials science ⋮ A Wasserstein-Type Distance in the Space of Gaussian Mixture Models ⋮ Low light image denoising solution with contrast enhancement in curvelet domain using Gaussian mixture adaptation model ⋮ High-Dimensional Mixture Models for Unsupervised Image Denoising (HDMI)
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Nonlinear total variation based noise removal algorithms
- Exponent parameter estimation for generalized Gaussian probability density functions with application to speech modeling
- The tail of the convolution of densities and its application to a model of HIV-latency time
- Simple proofs of two results on convolutions of unimodal distributions
- Adaptive wavelet thresholding for image denoising and compression
- A Nonlocal Bayesian Image Denoising Algorithm
- Robust Video Restoration by Joint Sparse and Low Rank Matrix Approximation
- A theory for multiresolution signal decomposition: the wavelet representation
- Image denoising using scale mixtures of gaussians in the wavelet domain
- Removing camera shake from a single photograph
- International Encyclopedia of Statistical Science
- An Efficient TVL1 Algorithm for Deblurring Multichannel Images Corrupted by Impulsive Noise
- Simulation techniques for generalized Gaussian densities
- Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
- Ideal spatial adaptation by wavelet shrinkage
- Analysis K-SVD: A Dictionary-Learning Algorithm for the Analysis Sparse Model
- Parameter Estimation For Multivariate Generalized Gaussian Distributions
- $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation
- Multi-Scale Patch-Based Image Restoration
- Accelerating GMM-Based Patch Priors for Image Restoration: Three Ingredients for a <inline-formula> <tex-math notation="LaTeX">$100{\times}$ </tex-math> </inline-formula> Speed-Up
- Analysis of multiresolution image denoising schemes using generalized Gaussian and complexity priors
- High-Dimensional Mixture Models for Unsupervised Image Denoising (HDMI)
- External Patch-Based Image Restoration Using Importance Sampling
- Analysis versus synthesis in signal priors
- Robust optimum detection of transform domain multiplicative watermarks
- Solving Inverse Problems With Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity
- Robust Estimation of a Location Parameter
- A Review of Image Denoising Algorithms, with a New One
- A variational formulation for frame-based inverse problems
This page was built for publication: Image Denoising with Generalized Gaussian Mixture Model Patch Priors
