Sparse graph-regularized dictionary learning for suppressing random seismic noise

Seismic data interpolation and denoising by learning a tensor tight frame

(2017) Lina Liu et al.   INVERSE PROBLEMS

Interpolation and denoising of high-dimensional seismic data by learning a tight frame

(2015) Siwei Yu et al.   GEOPHYSICS

Dictionary Pair Learning on Grassmann Manifolds for Image Denoising

(2015) Xianhua Zeng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Simultaneous dictionary learning and denoising for seismic data

(2014) Simon Beckouche et al.   GEOPHYSICS

A General Framework for Regularized, Similarity-Based Image Restoration

(2014) Amin Kheradmand et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Progressive Image Denoising Through Hybrid Graph Laplacian Regularization: A Unified Framework

(2014) Xianming Liu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Data-driven tight frame construction and image denoising

(2013) Jian-Feng Cai et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Denoising seismic data using the nonlocal means algorithm

(2012) David Bonar et al.   GEOPHYSICS

Nonlocally Centralized Sparse Representation for Image Restoration

(2012) Weisheng Dong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Edge-preserving seismic imaging using the total variation method

(2012) Amsalu Y Anagaw et al.   Journal of Geophysics and Engineering

CURVELET-WAVELET REGULARIZED SPLIT BREGMAN ITERATION FOR COMPRESSED SENSING

(2011) GERLIND PLONKA et al.   International Journal of Wavelets Multiresolution and Information Processing

Nonequispaced curvelet transform for seismic data reconstruction: A sparsity-promoting approach

(2010) Gilles Hennenfent et al.   GEOPHYSICS

Signal Recovery From Incomplete and Inaccurate Measurements Via Regularized Orthogonal Matching Pursuit

(2010) Deanna Needell et al.   IEEE Journal of Selected Topics in Signal Processing

The Curvelet Transform

(2010) Jianwei Ma et al.   IEEE SIGNAL PROCESSING MAGAZINE

Graph Regularized Sparse Coding for Image Representation

(2010) Miao Zheng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging

(2010) Antonin Chambolle et al.   JOURNAL OF MATHEMATICAL IMAGING AND VISION

The Split Bregman Method for L1-Regularized Problems

(2009) Tom Goldstein et al.   SIAM Journal on Imaging Sciences

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

(2009) Amir Beck et al.   SIAM Journal on Imaging Sciences

Non-parametric seismic data recovery with curvelet frames

(2008) Felix J. Herrmann et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Nonlocal Discrete Regularization on Weighted Graphs: A Framework for Image and Manifold Processing

(2008) A. Elmoataz et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Local and Nonlocal Discrete Regularization on Weighted Graphs for Image and Mesh Processing

(2008) Sébastien Bougleux et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION