Image Processing

Space-Variant Single-Image Blind Deconvolution for Removing Camera Shake NeurIPS 2010 Structural epitome: a way to summarize one’s visual experience NeurIPS 2010 The Maximal Causes of Natural Scenes are Edge Filters NeurIPS 2010 An Online Algorithm for Large Scale Image Similarity Learning NeurIPS 2009 Constructing Topological Maps using Markov Random Fields and Loop-Closure Detection NeurIPS 2009 Fast Image Deconvolution using Hyper-Laplacian Priors NeurIPS 2009 Filtering Abstract Senses From Image Search Results NeurIPS 2009 Group Sparse Coding 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 Nonparametric Bayesian Texture Learning and Synthesis NeurIPS 2009 Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization NeurIPS 2009 Statistical Models of Linear and Nonlinear Contextual Interactions in Early Visual Processing NeurIPS 2009 The 'tree-dependent components' of natural scenes are edge filters NeurIPS 2009 Grouping Contours Via a Related Image NeurIPS 2008 Multiscale Random Fields with Application to Contour Grouping NeurIPS 2008 On the Suitable Domain for SVM Training in Image Coding JMLR 2008 Learning Horizontal Connections in a Sparse Coding Model of Natural Images NeurIPS 2007 Modeling image patches with a directed hierarchy of Markov random fields NeurIPS 2007 On Sparsity and Overcompleteness in Image Models NeurIPS 2007 Predicting human gaze using low-level saliency combined with face detection NeurIPS 2007 The discriminant center-surround hypothesis for bottom-up saliency NeurIPS 2007 Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks NeurIPS 2007 A Complexity-Distortion Approach to Joint Pattern Alignment NeurIPS 2006