Solving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity

15 June 2010

Papers citing "Solving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity"

48 / 98 papers shown

Title
A Bayesian Hyperprior Approach for Joint Image Denoising and Interpolation, with an Application to HDR Imaging Cecilia Aguerrebere Andrés Almansa J. Delon Y. Gousseau Pablo Musé 57 37 0 10 Jun 2017
Model-based Iterative Restoration for Binary Document Image Compression with Dictionary Learning Yandong Guo Cheng Lu J. Allebach Charles A. Bouman 23 8 0 24 Apr 2017
On the Global-Local Dichotomy in Sparsity Modeling Dmitry Batenkov Yaniv Romano Michael Elad 67 15 0 11 Feb 2017
Scene-adapted plug-and-play algorithm with convergence guarantees Afonso M. Teodoro J. Bioucas-Dias Mário A. T. Figueiredo 23 2 0 08 Feb 2017
Block-wise Lensless Compressive Camera M. Essadki Gang Huang Hong Jiang V. Perrier 53 8 0 19 Jan 2017
Dictionary Learning from Incomplete Data Valeriya Naumova Karin Schnass 57 11 0 13 Jan 2017
Deep Class Aware Denoising Tal Remez Or Litany Raja Giryes A. Bronstein 68 11 0 06 Jan 2017
Deep Convolutional Denoising of Low-Light Images Tal Remez Or Litany Raja Giryes A. Bronstein 69 64 0 06 Jan 2017
Image denoising using group sparsity residual and external nonlocal self-similarity prior Zhiyuan Zha Xinggan Zhang Qiong Wang Yechao Bai Lan Tang 64 12 0 03 Jan 2017
The Little Engine that Could: Regularization by Denoising (RED) Yaniv Romano Michael Elad P. Milanfar DiffM 119 805 0 09 Nov 2016
Example-Based Image Synthesis via Randomized Patch-Matching Yi Ren Yaniv Romano Michael Elad 3DV 59 9 0 23 Sep 2016
Poisson Noise Reduction with Higher-order Natural Image Prior Model Wensen Feng Hong Qiao Yunjin Chen 55 6 0 19 Sep 2016
A Nonlocal Denoising Algorithm for Manifold-Valued Images Using Second Order Statistics Friederike Laus M. Nikolova Johannes Persch Gabriele Steidl 72 31 0 28 Jul 2016
Generic 3D Convolutional Fusion for image restoration Jiqing Wu Radu Timofte Luc Van Gool SupR 42 6 0 26 Jul 2016
RAISR: Rapid and Accurate Image Super Resolution Yaniv Romano J. Isidoro P. Milanfar SupR 73 262 0 03 Jun 2016
Tradeoffs between Convergence Speed and Reconstruction Accuracy in Inverse Problems Raja Giryes Yonina C. Eldar A. Bronstein Guillermo Sapiro 72 85 0 30 May 2016
Image Restoration with Locally Selected Class-Adapted Models Afonso M. Teodoro J. Bioucas-Dias Mário A. T. Figueiredo DiffM 53 552 0 23 May 2016
A Gaussian Mixture MRF for Model-Based Iterative Reconstruction with Applications to Low-Dose X-ray CT Ruoqiao Zhang Dong Hye Ye D. Pal Jean-Baptiste Thibault K. Sauer Charles A. Bouman 36 31 0 12 May 2016
Patch-Ordering as a Regularization for Inverse Problems in Image Processing Gregory Vaksman M. Zibulevsky Michael Elad 25 0 0 26 Feb 2016
Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors Afonso M. Teodoro J. Bioucas-Dias Mário A. T. Figueiredo 103 77 0 12 Feb 2016
Adaptive Image Denoising by Mixture Adaptation Enming Luo Stanley H. Chan Truong Thao Nguyen 68 61 0 19 Jan 2016
Blind Image Denoising via Dependent Dirichlet Process Tree Fengyuan Zhu Guangyong Chen Jianye Hao Pheng-Ann Heng 33 18 0 13 Jan 2016
Understanding Symmetric Smoothing Filters: A Gaussian Mixture Model Perspective Stanley H. Chan Todd E. Zickler Yue M. Lu 44 10 0 01 Jan 2016
Estimation of the sample covariance matrix from compressive measurements Farhad Pourkamali-Anaraki 17 18 0 30 Dec 2015
FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning and Applications Bihan Wen S. Ravishankar Y. Bresler 81 43 0 19 Nov 2015
Poisson Inverse Problems by the Plug-and-Play scheme A. Rond Raja Giryes Michael Elad 99 130 0 08 Nov 2015
Compressive Sensing via Low-Rank Gaussian Mixture Models Xin Yuan Hong Jiang Gang Huang P. Wilford 67 11 0 27 Aug 2015
The Role of Principal Angles in Subspace Classification Jiaji Huang Qiang Qiu Robert Calderbank 47 16 0 15 Jul 2015
Unsupervised Decision Forest for Data Clustering and Density Estimation Hayder Albehadili N. Islam 30 1 0 15 Jul 2015
Geometry-Aware Neighborhood Search for Learning Local Models for Image Reconstruction J. C. Ferreira Elif Vural C. Guillemot 37 7 0 06 May 2015
Compressive Hyperspectral Imaging with Side Information Xin Yuan Tsung-Han Tsai Ruoyu Zhu P. Llull D. Brady Lawrence Carin 63 164 0 22 Feb 2015
Boosting of Image Denoising Algorithms Yaniv Romano Michael Elad 102 143 0 22 Feb 2015
Classification and Reconstruction of High-Dimensional Signals from Low-Dimensional Features in the Presence of Side Information F. Renna Liming Wang Xin Yuan Jianbo Yang Galen Reeves Robert Calderbank Lawrence Carin M. Rodrigues 72 45 0 01 Dec 2014
Sparse Modeling for Image and Vision Processing Julien Mairal Francis R. Bach Jean Ponce VLM 104 491 0 12 Nov 2014
Single Image Super Resolution via Manifold Approximation Chinh T. Dang H. Radha SupR 20 2 0 13 Oct 2014
Recent Progress in Image Deblurring Ruxin Wang Dacheng Tao 84 101 0 24 Sep 2014
Adaptive Image Denoising by Targeted Databases Enming Luo Stanley H. Chan Truong Thao Nguyen 130 110 0 30 Jun 2014
Fast and Robust Archetypal Analysis for Representation Learning Yuansi Chen Julien Mairal Zaïd Harchaoui 76 99 0 26 May 2014
Low-Cost Compressive Sensing for Color Video and Depth Xin Yuan P. Llull X. Liao Jianbo Yang Guillermo Sapiro D. Brady Lawrence Carin 73 103 0 27 Feb 2014
Sparsity Based Poisson Denoising with Dictionary Learning Raja Giryes Michael Elad 133 114 0 17 Sep 2013
A Framework for the Analysis of Computational Imaging Systems with Practical Applications Kaushik Mitra O. Cossairt Ashok Veeraraghavan 61 31 0 08 Aug 2013
Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI Yue Huang John Paisley Qin Lin Xinghao Ding Xueyang Fu Xiao-Ping Zhang MedIm 111 134 0 12 Feb 2013
Image Processing using Smooth Ordering of its Patches I. Ram Michael Elad Israel Cohen 106 183 0 14 Oct 2012
Online Adaptive Statistical Compressed Sensing of Gaussian Mixture Models J. Duarte-Carvajalino Guillermo Sapiro Guoshen Yu Lawrence Carin 47 8 0 26 Dec 2011
Statistical Compressed Sensing of Gaussian Mixture Models Guoshen Yu Guillermo Sapiro 128 87 0 30 Jan 2011
Statistical Compressive Sensing of Gaussian Mixture Models Guoshen Yu Guillermo Sapiro 85 16 0 20 Oct 2010
Efficient Matrix Completion with Gaussian Models F. Léger Guoshen Yu Guillermo Sapiro 115 23 0 19 Oct 2010
Universal Regularizers For Robust Sparse Coding and Modeling Ignacio Francisco Ramírez Paulino Guillermo Sapiro 90 43 0 15 Mar 2010