From Noise Modeling to Blind Image Denoising Jun 1, 2016 Denoising Image Denoising
— Unverified A Holistic Approach to Cross-Channel Image Noise Modeling and Its Application to Image Denoising Jun 1, 2016 Denoising Image Denoising
— Unverified Simultaneous Sparse Dictionary Learning and Pruning May 25, 2016 Denoising Dictionary Learning
— Unverified A Gaussian Mixture MRF for Model-Based Iterative Reconstruction with Applications to Low-Dose X-ray CT May 12, 2016 CT Reconstruction Denoising
— Unverified Plug-and-Play ADMM for Image Restoration: Fixed Point Convergence and Applications May 5, 2016 Denoising Image Denoising
— Unverified Graph Laplacian Regularization for Image Denoising: Analysis in the Continuous Domain Apr 27, 2016 Denoising Image Denoising
— Unverified Online Nonnegative Matrix Factorization with Outliers Apr 10, 2016 Computational Efficiency Denoising
— Unverified Sublabel-Accurate Convex Relaxation of Vectorial Multilabel Energies Apr 7, 2016 Color Image Denoising Denoising
Code Code Available Con-Patch: When a Patch Meets its Context Mar 22, 2016 Denoising Image Denoising
— Unverified Patch-Ordering as a Regularization for Inverse Problems in Image Processing Feb 26, 2016 Deblurring Denoising
Code Code Available Screen Content Image Segmentation Using Sparse Decomposition and Total Variation Minimization Feb 7, 2016 Clustering Denoising
— Unverified Image Denoising with Kernels based on Natural Image Relations Jan 31, 2016 Denoising Image Denoising
— Unverified Adaptive Image Denoising by Mixture Adaptation Jan 19, 2016 Denoising Image Denoising
— Unverified Blind Image Denoising via Dependent Dirichlet Process Tree Jan 13, 2016 Denoising Image Denoising
— Unverified Robust Non-linear Regression: A Greedy Approach Employing Kernels with Application to Image Denoising Jan 4, 2016 Denoising Image Denoising
— Unverified Understanding Symmetric Smoothing Filters: A Gaussian Mixture Model Perspective Jan 1, 2016 Denoising Image Denoising
— Unverified Denoising and Completion of 3D Data via Multidimensional Dictionary Learning Dec 31, 2015 Denoising Dictionary Learning
— Unverified Weighted Schatten p-Norm Minimization for Image Denoising and Background Subtraction Dec 3, 2015 Denoising Image Denoising
— Unverified Accelerated graph-based nonlinear denoising filters Dec 1, 2015 Denoising Image Denoising
— Unverified Low-Rank Tensor Approximation With Laplacian Scale Mixture Modeling for Multiframe Image Denoising Dec 1, 2015 Denoising Dictionary Learning
— Unverified Learning Nonlinear Spectral Filters for Color Image Reconstruction Dec 1, 2015 Denoising Image Denoising
— Unverified Adaptive Spatial-Spectral Dictionary Learning for Hyperspectral Image Denoising Dec 1, 2015 Denoising Diagnostic
— Unverified Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising Dec 1, 2015 Denoising Image Denoising
— Unverified External Patch Prior Guided Internal Clustering for Image Denoising Dec 1, 2015 Clustering Denoising
— Unverified Fast and Effective L0 Gradient Minimization by Region Fusion Dec 1, 2015 3D Mesh Denoising Denoising
Code Code Available Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) - The _0 Method Nov 27, 2015 Denoising Dictionary Learning
— Unverified Principal Basis Analysis in Sparse Representation Nov 25, 2015 Denoising Image Denoising
— Unverified Multimodal sparse representation learning and applications Nov 19, 2015 Classification Denoising
— Unverified Predicting distributions with Linearizing Belief Networks Nov 17, 2015 Denoising Facial expression generation
Code Code Available Deep Gaussian Conditional Random Field Network: A Model-based Deep Network for Discriminative Denoising Nov 12, 2015 Denoising Image Denoising
— Unverified Enhanced Low-Rank Matrix Approximation Nov 6, 2015 Denoising Image Denoising
— Unverified Computational Intractability of Dictionary Learning for Sparse Representation Nov 5, 2015 Denoising Dictionary Learning
— Unverified Postprocessing of Compressed Images via Sequential Denoising Oct 30, 2015 Denoising Image Denoising
— Unverified Chebyshev and Conjugate Gradient Filters for Graph Image Denoising Sep 4, 2015 Denoising Image Denoising
— Unverified Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration Aug 12, 2015 Denoising Image Denoising
— Unverified Parsimonious Labeling Jul 5, 2015 Denoising Diversity
— Unverified A note on patch-based low-rank minimization for fast image denoising Jun 28, 2015 Denoising Image Denoising
— Unverified Flexible Multi-layer Sparse Approximations of Matrices and Applications Jun 24, 2015 BIG-bench Machine Learning Denoising
— Unverified Image Denoising via Adaptive Soft-Thresholding Based on Non-Local Samples Jun 1, 2015 Denoising Image Denoising
— Unverified Bayesian Inference for Neighborhood Filters With Application in Denoising Jun 1, 2015 Bayesian Inference Color Image Denoising
— Unverified L0TV: A New Method for Image Restoration in the Presence of Impulse Noise Jun 1, 2015 Deblurring Denoising
— Unverified Propagated Image Filtering Jun 1, 2015 Denoising Image Denoising
— Unverified A Simple Yet Effective Improvement to the Bilateral Filter for Image Denoising May 25, 2015 Denoising Image Denoising
— Unverified A Review Paper: Noise Models in Digital Image Processing May 13, 2015 Denoising Image Denoising
— Unverified Filter characteristics in image decomposition with singular spectrum analysis May 7, 2015 Denoising Image Denoising
— Unverified Image Denoising using Optimally Weighted Bilateral Filters: A Sure and Fast Approach May 1, 2015 Denoising Image Denoising
— Unverified Image Denoising Using Low Rank Minimization With Modified Noise Estimation Apr 14, 2015 Denoising Image Denoising
— Unverified Designing A Composite Dictionary Adaptively From Joint Examples Mar 12, 2015 Denoising Image Denoising
— Unverified Sparse Bayesian Dictionary Learning with a Gaussian Hierarchical Model Mar 7, 2015 Bayesian Inference Denoising
— Unverified Boosting of Image Denoising Algorithms Feb 22, 2015 Denoising Image Denoising
— Unverified 