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Image Restoration

3,609 papers

Papers per year

5
114
247
686
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Papers

Simple Sparsification Improves Sparse Denoising Autoencoders in Denoising Highly Corrupted Images ICML 2013
Compressive Sensing MRI with Wavelet Tree Sparsity NIPS 2012
Image Denoising and Inpainting with Deep Neural Networks NIPS 2012
Training sparse natural image models with a fast Gibbs sampler of an extended state space NIPS 2012
Locally Uniform Comparison Image Descriptor NIPS 2012
Natural Images, Gaussian Mixtures and Dead Leaves NIPS 2012
Angular Quantization-based Binary Codes for Fast Similarity Search NIPS 2012
Generic Methods for Optimization-Based Modeling AISTATS 2012
Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance NIPS 2011
Heavy-tailed Distances for Gradient Based Image Descriptors NIPS 2011
Generalised Coupled Tensor Factorisation NIPS 2011
Dependent Hierarchical Beta Process for Image Interpolation and Denoising AISTATS 2011
The Maximal Causes of Natural Scenes are Edge Filters NIPS 2010
Regularized estimation of image statistics by Score Matching NIPS 2010
Space-Variant Single-Image Blind Deconvolution for Removing Camera Shake NIPS 2010
A Primal-Dual Message-Passing Algorithm for Approximated Large Scale Structured Prediction NIPS 2010
Locally Linear Denoising on Image Manifolds AISTATS 2010
Fast Image Deconvolution using Hyper-Laplacian Priors NIPS 2009
Learning transport operators for image manifolds NIPS 2009
Hierarchical Modeling of Local Image Features through $L_p$-Nested Symmetric Distributions NIPS 2009
Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations NIPS 2009
Natural Image Denoising with Convolutional Networks NIPS 2008
Non-parametric Regression Between Manifolds NIPS 2008
On the Suitable Domain for SVM Training in Image Coding JMLR 2008
Regularization on Graphs with Function-adapted Diffusion Processes JMLR 2008