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Image Restoration Using Joint Statistical Modeling in a Space-Transform Domain
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Optimal approximations by piecewise smooth functions and associated variational problems
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3-D Data Denoising and Inpainting with the Low-Redundancy Fast Curvelet Transform
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Nonlinear total variation based noise removal algorithms
inferredcites →https://doi.org/10.1016/j.acha.2005.03.005openalex-snapshot
Simultaneous cartoon and texture image inpainting using morphological component analysis (MCA)
inferredcites →https://doi.org/10.1016/j.media.2011.04.003openalex-snapshot
New methods for MRI denoising based on sparseness and self-similarity
inferredcites →https://doi.org/10.1016/j.sigpro.2013.09.025openalex-snapshot
Image compressive sensing recovery using adaptively learned sparsifying basis via L0 minimization
inferredcites →https://doi.org/10.1023/b:jmiv.0000011321.19549.88openalex-snapshot
Affine Invariant Flows in the Beltrami Framework
inferredcites →https://doi.org/10.1109/34.120331openalex-snapshot
Constrained restoration and the recovery of discontinuities
inferredcites →https://doi.org/10.1109/83.370679openalex-snapshot
Adaptive median filters: new algorithms and results
inferredcites →https://doi.org/10.1109/cvpr.2005.38openalex-snapshot
A Non-Local Algorithm for Image Denoising
inferredcites →https://doi.org/10.1109/dcc.2012.71openalex-snapshot
Compressed Sensing Recovery via Collaborative Sparsity
inferredcites →https://doi.org/10.1109/dcc.2013.41openalex-snapshot
Structural Group Sparse Representation for Image Compressive Sensing Recovery
inferredcites →https://doi.org/10.1109/iccv.1999.790383openalex-snapshot
Texture synthesis by non-parametric sampling
inferredcites →https://doi.org/10.1109/iscas.2013.6572469openalex-snapshot
Improved total variation based image compressive sensing recovery by nonlocal regularization
inferredcites →https://doi.org/10.1109/jetcas.2012.2220391openalex-snapshot
Image Compressive Sensing Recovery via Collaborative Sparsity
inferredcites →https://doi.org/10.1109/lsp.2009.2016835openalex-snapshot
Fast Image Restoration Methods for Impulse and Gaussian Noises Removal
inferredcites →https://doi.org/10.1109/tcsvt.2011.2180774openalex-snapshot
Image Reconstruction From Random Samples With Multiscale Hybrid Parametric and Nonparametric Modeling
inferredcites →https://doi.org/10.1109/tcsvt.2013.2240915openalex-snapshot
Edge-Directed Single-Image Super-Resolution Via Adaptive Gradient Magnitude Self-Interpolation
inferredcites →https://doi.org/10.1109/tcsvt.2013.2248305openalex-snapshot
Single Image Super-resolution With Detail Enhancement Based on Local Fractal Analysis of Gradient
inferredcites →https://doi.org/10.1109/tcsvt.2013.2269020openalex-snapshot
Multichannel Nonlocal Means Fusion for Color Image Denoising
inferredcites →https://doi.org/10.1109/tip.2004.834669openalex-snapshot
Fast and Robust Multiframe Super Resolution
inferredcites →https://doi.org/10.1109/tip.2006.888330openalex-snapshot
Kernel Regression for Image Processing and Reconstruction
inferredcites →https://doi.org/10.1109/tip.2007.891788openalex-snapshot
Pointwise Shape-Adaptive DCT for High-Quality Denoising and Deblocking of Grayscale and Color Images
inferredcites →https://doi.org/10.1109/tip.2007.901238openalex-snapshot
Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering
inferredcites →https://doi.org/10.1109/tip.2007.909319openalex-snapshot
A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration
inferredcites →https://doi.org/10.1109/tip.2007.918028openalex-snapshot
Deblurring Using Regularized Locally Adaptive Kernel Regression
inferredcites →https://doi.org/10.1109/tip.2008.2008067openalex-snapshot
Generalizing the Nonlocal-Means to Super-Resolution Reconstruction
inferredcites →https://doi.org/10.1109/tip.2008.924284openalex-snapshot
Nonlocal Discrete Regularization on Weighted Graphs: A Framework for Image and Manifold Processing
inferredcites →https://doi.org/10.1109/tip.2009.2028250openalex-snapshot
Fast Gradient-Based Algorithms for Constrained Total Variation Image Denoising and Deblurring Problems
inferredcites →https://doi.org/10.1109/tip.2010.2047910openalex-snapshot
Fast Image Recovery Using Variable Splitting and Constrained Optimization
inferredcites →https://doi.org/10.1109/tip.2010.2092433openalex-snapshot
Nonlocal Mumford-Shah Regularizers for Color Image Restoration
inferredcites →https://doi.org/10.1109/tip.2010.2103950openalex-snapshot
Framelet Algorithms for De-Blurring Images Corrupted by Impulse Plus Gaussian Noise
inferredcites →https://doi.org/10.1109/tip.2011.2108306openalex-snapshot
Image Deblurring and Super-Resolution by Adaptive Sparse Domain Selection and Adaptive Regularization
inferredcites →https://doi.org/10.1109/tip.2011.2109730openalex-snapshot
FSIM: A Feature Similarity Index for Image Quality Assessment
inferredcites →https://doi.org/10.1109/tip.2011.2160072openalex-snapshot
Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images
inferredcites →https://doi.org/10.1109/tip.2012.2199324openalex-snapshot
Video Denoising, Deblocking, and Enhancement Through Separable 4-D Nonlocal Spatiotemporal Transforms
inferredcites →https://doi.org/10.1109/tip.2013.2274386openalex-snapshot
Compression Artifact Reduction by Overlapped-Block Transform Coefficient Estimation With Block Similarity
inferredcites →https://doi.org/10.1109/vcip.2011.6116004openalex-snapshot
High-quality image restoration from partial random samples in spatial domain
inferredcites →https://doi.org/10.1117/12.766355openalex-snapshot
Image restoration by sparse 3D transform-domain collaborative filtering
inferredcites →https://doi.org/10.1121/1.398700openalex-snapshot
Parametric generalized Gaussian density estimation
inferredcites →https://doi.org/10.1137/07068881xopenalex-snapshot
Image Processing with Nonlocal Spectral Bases
inferredcites →https://doi.org/10.1137/070698592openalex-snapshot
Nonlocal Operators with Applications to Image Processing
inferredcites →https://doi.org/10.1137/080725891openalex-snapshot
The Split Bregman Method for L1-Regularized Problems
inferredcites →https://doi.org/10.1137/090746379openalex-snapshot
Bregmanized Nonlocal Regularization for Deconvolution and Sparse Reconstruction
inferredcites →https://doi.org/10.1137/090753504openalex-snapshot
Split Bregman Methods and Frame Based Image Restoration
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Image Deblocking Via Structured Sparse Representation of Similar Groups and Generalized Pareto Prior
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Restoration of Blurred-Noisy Images Through the Concept of Bilevel Programming
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Objective Quality Assessments of Restoration Images
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Short Note on the Application of Compressive Sensing in Image Restoration
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Image Block Compressive Sensing Reconstruction via Group-Based Sparse Representation and Nonlocal Total Variation
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Image processing for synthesis imaging of mingantu spectral radioheliograph (MUSER)
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Compressed Image Sensing by Jointly Leveraging Multi-Scale Heterogeneous Priors for the Internet of Multimedia Things
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Group-Based Sparse Representation Based on l p -Norm Minimization for Image Inpainting
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ISP2HRNet: Learning to Reconstruct High Resolution Image from Irregularly Sampled Pixels via Hierarchical Gradient Learning
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Accelerated Proximal Gradient Method for Image Compressed Sensing Recovery Using Nonlocal Sparsity
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Content-adaptive low rank regularization for image denoising
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Image denoising using group sparsity residual and external nonlocal self-similarity prior
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Graph Attention Neural Network for Image Restoration
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Mixed Gaussian-impulse noise removal from highly corrupted images via adaptive local and nonlocal statistical priors
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Optimization-Inspired Deep Network for Image Restoration from Partial Random Samples
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Non-Local Structure-Based Filter for Video Coding
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Low-Rank and Patch-Based Method for Enhanced Sparse ISAR Imaging
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Image Generative Watermarking Algorithm Based on Face Completion and Restoration
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CAS: Correlation Adaptive Sparse Modeling for Image Denoising
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Entropy of Primitive: From Sparse Representation to Visual Information Evaluation
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Video Compressive Sensing Reconstruction via Reweighted Residual Sparsity
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Nonlocal Gradient Sparsity Regularization for Image Restoration
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Bundled Kernels for Nonuniform Blind Video Deblurring
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Efficient Method for High-Quality Removal of Nonuniform Blur in the Wavelet Domain
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Reducing Image Compression Artifacts by Structural Sparse Representation and Quantization Constraint Prior
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Patch-Sparsity-Based Image Inpainting Through a Facet Deduced Directional Derivative
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Unsupervised Blind Image Quality Evaluation via Statistical Measurements of Structure, Naturalness, and Perception
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Simultaneous Estimation of Defocus and Motion Blurs From Single Image Using Equivalent Gaussian Representation
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A Simple Local Minimal Intensity Prior and an Improved Algorithm for Blind Image Deblurring
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Structure-Guided Deep Video Inpainting
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Deep Sparse Representation Based Image Restoration With Denoising Prior
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Deep Unfolding Network for Efficient Mixed Video Noise Removal
inferred← citeshttps://doi.org/10.1109/tcsvt.2023.3252629openalex-snapshot
Toward Interactive Self-Supervised Denoising
inferred← citeshttps://doi.org/10.1109/tcsvt.2023.3325408openalex-snapshot
Learning Spatio-Temporal Sharpness Map for Video Deblurring
inferred← citeshttps://doi.org/10.1109/tcsvt.2024.3385468openalex-snapshot
Local Extremum Constrained Total Variation Model for Natural and Hyperspectral Image Non-Blind Deblurring
inferred← citeshttps://doi.org/10.1109/tcyb.2019.2899005openalex-snapshot
Divisively Normalized Sparse Coding: Toward Perceptual Visual Signal Representation
inferred← citeshttps://doi.org/10.1109/tgrs.2024.3382402openalex-snapshot
Subspace Dynamic Combined Sparsity-Based Hyper-Sharpening for Diverse Auxiliary Images
inferred← citeshttps://doi.org/10.1109/tip.2014.2323127openalex-snapshot
Group-Based Sparse Representation for Image Restoration
inferred← citeshttps://doi.org/10.1109/tip.2015.2456432openalex-snapshot
Weighted Couple Sparse Representation With Classified Regularization for Impulse Noise Removal
inferred← citeshttps://doi.org/10.1109/tip.2015.2485780openalex-snapshot
Video Compression Artifact Reduction via Spatio-Temporal Multi-Hypothesis Prediction
inferred← citeshttps://doi.org/10.1109/tip.2016.2515985openalex-snapshot
CONCOLOR: Constrained Non-Convex Low-Rank Model for Image Deblocking
inferred← citeshttps://doi.org/10.1109/tip.2016.2535288openalex-snapshot
Analysis of Decorrelation Transform Gain for Uncoded Wireless Image and Video Transmission
inferred← citeshttps://doi.org/10.1109/tip.2016.2562563openalex-snapshot
Compressive Sensing Image Restoration Using Adaptive Curvelet Thresholding and Nonlocal Sparse Regularization
inferred← citeshttps://doi.org/10.1109/tip.2016.2614160openalex-snapshot
Image Denoising via Bandwise Adaptive Modeling and Regularization Exploiting Nonlocal Similarity
inferred← citeshttps://doi.org/10.1109/tip.2016.2619265openalex-snapshot
Single Image Super-Resolution via Adaptive High-Dimensional Non-Local Total Variation and Adaptive Geometric Feature
inferred← citeshttps://doi.org/10.1109/tip.2018.2823546openalex-snapshot
Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding
inferred← citeshttps://doi.org/10.1109/tip.2018.2874284openalex-snapshot
High-quality Image Restoration Using Low-Rank Patch Regularization and Global Structure Sparsity
inferred← citeshttps://doi.org/10.1109/tip.2019.2892663openalex-snapshot
Tchebichef and Adaptive Steerable-Based Total Variation Model for Image Denoising
inferred← citeshttps://doi.org/10.1109/tip.2019.2929865openalex-snapshot
Convolutional Deblurring for Natural Imaging
inferred← citeshttps://doi.org/10.1109/tip.2020.2972109openalex-snapshot
A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization
inferred← citeshttps://doi.org/10.1109/tip.2020.3005515openalex-snapshot
Image Restoration Using Joint Patch-Group-Based Sparse Representation
inferred← citeshttps://doi.org/10.1109/tip.2020.3015545openalex-snapshot
Image Restoration via Simultaneous Nonlocal Self-Similarity Priors
inferred← citeshttps://doi.org/10.1109/tip.2020.3021291openalex-snapshot
Group Sparsity Residual Constraint With Non-Local Priors for Image Restoration
inferred← citeshttps://doi.org/10.1109/tip.2021.3073856openalex-snapshot
Effective Blind Image Deblurring Using Matrix-Variable Optimization
inferred← citeshttps://doi.org/10.1109/tip.2021.3078329openalex-snapshot
Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models
inferred← citeshttps://doi.org/10.1109/tmm.2017.2688920openalex-snapshot
Single Image Super-Resolution via Adaptive Transform-Based Nonlocal Self-Similarity Modeling and Learning-Based Gradient Regularization
inferred← citeshttps://doi.org/10.1109/tmm.2018.2829607openalex-snapshot
Blind Quality Index for Multiply Distorted Images Using Biorder Structure Degradation and Nonlocal Statistics
inferred← citeshttps://doi.org/10.1109/tmm.2021.3063916openalex-snapshot
COLA-Net: Collaborative Attention Network for Image Restoration
inferred← citeshttps://doi.org/10.1109/tnnls.2021.3057439openalex-snapshot
A Hybrid Structural Sparsification Error Model for Image Restoration
inferred← citeshttps://doi.org/10.1109/tnnls.2022.3144630openalex-snapshot
Low-Rankness Guided Group Sparse Representation for Image Restoration
inferred← citeshttps://doi.org/10.1109/vcip.2015.7457804openalex-snapshot
A dual structured-sparsity model for compressive-sensed video reconstruction
inferred← citeshttps://doi.org/10.1109/vcip.2015.7457914openalex-snapshot
Registration-reliability based strategy to enhance multi-frame super-resolution algorithms
inferred← citeshttps://doi.org/10.1109/vcip.2015.7457925openalex-snapshot
Registration of under-sampled images via higher resolution spectrum restoration
inferred← citeshttps://doi.org/10.1109/vcip.2016.7805571openalex-snapshot
Decompressed video enhancement via accurate regression prior
inferred← citeshttps://doi.org/10.1109/vcip.2016.7805589openalex-snapshot
Improved entropy of primitive for visual information estimation
inferred← citeshttps://doi.org/10.1109/vcip.2018.8698678openalex-snapshot
BoostNet: A Structured Deep Recursive Network to Boost Image Deblocking
inferred← citeshttps://doi.org/10.1109/vtcspring.2017.8108431openalex-snapshot
Image Compressed Sensing Reconstruction by Collaborative Use of Statistical and Structural Priors
inferred← citeshttps://doi.org/10.1117/1.jei.24.4.043020openalex-snapshot
Image deblurring with mixed regularization via the alternating direction method of multipliers
inferred← citeshttps://doi.org/10.1117/1.jrs.14.036506openalex-snapshot
Regularization-based modulation transfer function compensation for optical satellite image restoration using joint statistical model in curvelet domain
inferred← citeshttps://doi.org/10.1117/12.2229039openalex-snapshot
An advanced total variation model in H-1space for image inpainting
inferred← citeshttps://doi.org/10.1145/2808492.2808499openalex-snapshot
Image deconvolution using ℓ 1 sparse regularization
inferred← citeshttps://doi.org/10.1145/3341728openalex-snapshot
Image/Video Restoration via Multiplanar Autoregressive Model and Low-Rank Optimization
inferred← citeshttps://doi.org/10.1145/3694977openalex-snapshot
Deep Shape-Texture Statistics for Completely Blind Image Quality Evaluation
inferred← citeshttps://doi.org/10.1145/3701731openalex-snapshot
WTDUN: Wavelet Tree-Structured Sampling and Deep Unfolding Network for Image Compressed Sensing
inferred← citeshttps://doi.org/10.1155/2016/6586032openalex-snapshot
Hyperspectral Image Denoising with Composite Regularization Models
inferred← citeshttps://doi.org/10.1155/2022/9780668openalex-snapshot
A Criminisi-DnCNN Model-Based Image Inpainting Method
inferred← citeshttps://doi.org/10.1155/je/7540384openalex-snapshot
An Inpainting Model of Fractal Group Sparse Representation Combined With Residual Denoising Network
inferred← citeshttps://doi.org/10.1371/journal.pone.0182165openalex-snapshot
Dictionary learning based noisy image super-resolution via distance penalty weight model
inferred← citeshttps://doi.org/10.20944/preprints202407.1313.v1openalex-snapshot
Hybridized Shock Filtering and High Order Partial Differential Equation for Preserving the Legacy of Historical Document from Degradation and Distortion
inferred← citeshttps://doi.org/10.22111/ieco.2019.31245.1199openalex-snapshot
Introducing a New Hybrid Adaptive Local Optimal Low Rank Approximation Method for Denoising Images
inferred← citeshttps://doi.org/10.23940/ijpe.18.03.p13.521530openalex-snapshot
Compressed Sensing Reconstruction of Remote Sensing Image Block based on Augmented Lagrangian Method TV
inferred← citeshttps://doi.org/10.24252/instek.v8i2.42967openalex-snapshot
IMPLEMENTASI RESTORASI CITRA DERAU SALT & PEPPER, GAUSSIAN DAN SPECKLE SECARA SPASIAL DENGAN MATLAB
inferred← citeshttps://doi.org/10.24963/ijcai.2018/342openalex-snapshot
Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization
inferred← citeshttps://doi.org/10.26634/jip.9.4.19285openalex-snapshot
Estimation and correction of motion blur in digital images
inferred← citeshttps://doi.org/10.3389/fnins.2023.1293161openalex-snapshot
Natural image restoration based on multi-scale group sparsity residual constraints
inferred← citeshttps://doi.org/10.3390/electronics13142817openalex-snapshot
PerNet: Progressive and Efficient All-in-One Image-Restoration Lightweight Network
inferred← citeshttps://doi.org/10.3390/math12091412openalex-snapshot
Learning the Hybrid Nonlocal Self-Similarity Prior for Image Restoration
inferred← citeshttps://doi.org/10.3390/mi12101205openalex-snapshot
Simultaneous Patch-Group Sparse Coding with Dual-Weighted ℓp Minimization for Image Restoration
inferred← citeshttps://doi.org/10.3390/s20061797openalex-snapshot
Double-Constraint Inpainting Model of a Single-Depth Image
inferred← citeshttps://doi.org/10.3934/ipi.2024032openalex-snapshot
A variational model to remove multiplicative noise based on SAR image feature preservation
inferred← citeshttps://doi.org/10.3934/mbe.2019108openalex-snapshot
Subspace-based non-blind deconvolution
inferred← citeshttps://doi.org/10.48550/arxiv.1702.04463openalex-snapshot
Analyzing the Weighted Nuclear Norm Minimization and Nuclear Norm Minimization based on Group Sparse Representation
inferred← citeshttps://doi.org/10.48550/arxiv.1703.00297openalex-snapshot
Group Sparsity Residual Constraint for Image Denoising
inferred← citeshttps://doi.org/10.48550/arxiv.1704.07056openalex-snapshot
Non-Convex Weighted Lp Nuclear Norm based ADMM Framework for Image Restoration
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