Bayesian Image Restoration

Research in this cluster centers around Bayesian approaches for image restoration and inversion, focusing on probabilistic models and iterative algorithms. It includes investigations into Gibbs distributions and no-reference quality assessments.

Bayesian methods

image restoration

probabilistic models

iterative algorithms

quality assessment

30,835 papers

Parent topic: Advanced Image Processing Techniques

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Papers Over Time

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Top Papers

Stochastic Relaxation, Gibbs Distributions, And The Bayesian Restoration Of Images

1984 · 12,869 citations

A Fast Iterative Shrinkage-Thresholding Algorithm For Linear Inverse Problems

2009 · 8,148 citations

No-Reference Image Quality Assessment In The Spatial Domain

2012 · 4,062 citations

An Iterative Thresholding Algorithm For Linear Inverse Problems With A Sparsity Constraint

2004 · 3,562 citations

Gctf: Real-time CTF Determination And Correction

2016 · 3,490 citations

Bayesian-Based Iterative Method Of Image Restoration*

1972 · 3,116 citations

Bayesian Image Restoration, With Two Applications In Spatial Statistics

1991 · 3,113 citations

Single-pixel Imaging Via Compressive Sampling

2008 · 2,661 citations

Gradient Projection For Sparse Reconstruction: Application To Compressed Sensing And Other Inverse Problems

2007 · 2,598 citations

NTIRE 2017 Challenge On Single Image Super-Resolution: Dataset And Study

2017 · 2,537 citations

Fast And Robust Multiframe Super Resolution

2004 · 1,660 citations

2004 · 1,649 citations

Fast Gradient-Based Algorithms For Constrained Total Variation Image Denoising And Deblurring Problems

2009 · 1,523 citations

A New Alternating Minimization Algorithm For Total Variation Image Reconstruction

2008 · 1,512 citations

Deep Multi-scale Convolutional Neural Network For Dynamic Scene Deblurring

2017 · 1,367 citations

An Iterative Regularization Method For Total Variation-Based Image Restoration

2005 · 1,349 citations

Introduction To Inverse Problems In Imaging

1998 · 1,272 citations

Simultaneous Algebraic Reconstruction Technique (SART): A Superior Implementation Of The Art Algorithm

1984 · 1,233 citations

Speckle Reducing Anisotropic Diffusion

2002 · 1,213 citations

Image Recovery Via Total Variation Minimization And Related Problems

1997 · 1,165 citations