Image Restoration

Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition ICCV 2013 Unnatural L0 Sparse Representation for Natural Image Deblurring CVPR 2013 Video Enhancement of People Wearing Polarized Glasses: Darkening Reversal and Reflection Reduction CVPR 2013 Angular Quantization-based Binary Codes for Fast Similarity Search NeurIPS 2012 Compressive Sensing MRI with Wavelet Tree Sparsity NeurIPS 2012 Generic Methods for Optimization-Based Modeling AISTATS 2012 Image Denoising and Inpainting with Deep Neural Networks NeurIPS 2012 Locally Uniform Comparison Image Descriptor NeurIPS 2012 Natural Images, Gaussian Mixtures and Dead Leaves NeurIPS 2012 Training sparse natural image models with a fast Gibbs sampler of an extended state space NeurIPS 2012 Dependent Hierarchical Beta Process for Image Interpolation and Denoising AISTATS 2011 Generalised Coupled Tensor Factorisation NeurIPS 2011 Heavy-tailed Distances for Gradient Based Image Descriptors NeurIPS 2011 Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance NeurIPS 2011 A Primal-Dual Message-Passing Algorithm for Approximated Large Scale Structured Prediction NeurIPS 2010 Locally Linear Denoising on Image Manifolds AISTATS 2010 Regularized estimation of image statistics by Score Matching NeurIPS 2010 Space-Variant Single-Image Blind Deconvolution for Removing Camera Shake NeurIPS 2010 The Maximal Causes of Natural Scenes are Edge Filters NeurIPS 2010 Fast Image Deconvolution using Hyper-Laplacian Priors NeurIPS 2009 Hierarchical Modeling of Local Image Features through L_p-Nested Symmetric Distributions NeurIPS 2009 Learning transport operators for image manifolds NeurIPS 2009 Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations NeurIPS 2009 Natural Image Denoising with Convolutional Networks NeurIPS 2008 Non-parametric Regression Between Manifolds NeurIPS 2008