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Image Processing

1718 directly classified papers

Papers per year

Papers

Layered image motion with explicit occlusions, temporal consistency, and depth ordering NIPS 2010
Size Matters: Metric Visual Search Constraints from Monocular Metadata NIPS 2010
Group Sparse Coding with a Laplacian Scale Mixture Prior NIPS 2010
Kernel Descriptors for Visual Recognition NIPS 2010
The Maximal Causes of Natural Scenes are Edge Filters NIPS 2010
Regularized estimation of image statistics by Score Matching NIPS 2010
Color-Accurate Underwater Imaging using Perceptual Adaptive Illumination RSS 2010
Structural epitome: a way to summarize one’s visual experience NIPS 2010
Large-Scale Matrix Factorization with Missing Data under Additional Constraints NIPS 2010
An Online Algorithm for Large Scale Image Similarity Learning NIPS 2009
Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations NIPS 2009
Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization NIPS 2009
Hierarchical Modeling of Local Image Features through $L_p$-Nested Symmetric Distributions NIPS 2009
Statistical Models of Linear and Nonlinear Contextual Interactions in Early Visual Processing NIPS 2009
Constructing Topological Maps using Markov Random Fields and Loop-Closure Detection NIPS 2009
Filtering Abstract Senses From Image Search Results NIPS 2009
Group Sparse Coding NIPS 2009
Fast Image Deconvolution using Hyper-Laplacian Priors NIPS 2009
Nonparametric Bayesian Texture Learning and Synthesis NIPS 2009
Learning transport operators for image manifolds NIPS 2009
On the Suitable Domain for SVM Training in Image Coding JMLR 2008
Multiscale Random Fields with Application to Contour Grouping NIPS 2008
Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks NIPS 2007
On Sparsity and Overcompleteness in Image Models NIPS 2007
Modeling image patches with a directed hierarchy of Markov random fields NIPS 2007