Denoising and Restoration Algorithms

This cluster investigates various algorithms aimed at both the denoising and restoration of images, emphasizing learned representations and comprehensive reviews of existing methodologies. It includes advanced approaches that enhance image fidelity.

image denoising
restoration algorithms
learned dictionaries
algorithm reviews
fidelity enhancement

5,453 papers

Parent topic: Advanced Image Processing Techniques

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Papers Over Time

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Top Papers

Image Denoising Via Sparse And Redundant Representations Over Learned Dictionaries

2006 · 4,067 citations

A Review Of Image Denoising Algorithms, With A New One

2005 · 3,269 citations

Stereo Processing By Semiglobal Matching And Mutual Information

2008 · 2,997 citations

Fast Discrete Curvelet Transforms

2006 · 1,840 citations

Image Analysis Via The General Theory Of Moments*

1980 · 1,729 citations

Weighted Nuclear Norm Minimization With Application To Image Denoising

2014 · 1,445 citations

Image Reconstruction By Domain-Transform Manifold Learning

2018 · 1,244 citations

A New Generation Of The IMAGIC Image Processing System

1996 · 1,163 citations

Non-local Sparse Models For Image Restoration

2009 · 1,088 citations

Nonlocal Operators With Applications To Image Processing

2009 · 1,042 citations

From Learning Models Of Natural Image Patches To Whole Image Restoration

2011 · 988 citations

Information Content Weighting For Perceptual Image Quality Assessment

2011 · 969 citations

Shiftable Multiscale Transforms

1992 · 951 citations

Trainable Nonlinear Reaction Diffusion: A Flexible Framework For Fast And Effective Image Restoration

2017 · 944 citations

Adaptive Non-Local Means Denoising Of MR Images With Spatially Varying Noise Levels

2009 · 907 citations

An Optimal Graph Theoretic Approach To Data Clustering: Theory And Its Application To Image Segmentation

1993 · 771 citations

Nonlinear Image Recovery With Half-Quadratic Regularization

1995 · 723 citations

Deep Learning On Image Denoising: An Overview

2020 · 699 citations

A Filter Bank For The Directional Decomposition Of Images: Theory And Design

1992 · 685 citations

Nonlocal Image And Movie Denoising

2007 · 619 citations