Double-sparsity dictionary for seismic noise attenuation

Random noise attenuation using local signal-and-noise orthogonalization

(2015) Yangkang Chen et al.   GEOPHYSICS

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

(2015) Siwei Yu et al.   GEOPHYSICS

Dealiased Seismic Data Interpolation Using Seislet Transform With Low-Frequency Constraint

(2015) Shuwei Gan et al.   IEEE Geoscience and Remote Sensing Letters

Simultaneous dictionary learning and denoising for seismic data

(2014) Simon Beckouche et al.   GEOPHYSICS

Seismic data restoration via data-driven tight frame

(2014) Jingwei Liang et al.   GEOPHYSICS

Iterative deblending of simultaneous-source seismic data using seislet-domain shaping regularization

(2014) Yangkang Chen et al.   GEOPHYSICS

Random noise attenuation by f-x empirical-mode decomposition predictive filtering

(2014) Yangkang Chen et al.   GEOPHYSICS

Data-driven tight frame construction and image denoising

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

Simultaneous source separation using a robust Radon transform

(2013) Amr Ibrahim et al.   GEOPHYSICS

Multi-Scale Dictionary Learning Using Wavelets

(2011) Boaz Ophir et al.   IEEE Journal of Selected Topics in Signal Processing

Adaptive subtraction using complex-valued curvelet transforms

(2010) Ramesh (Neelsh) Neelamani et al.   GEOPHYSICS

Seislet transform and seislet frame

(2010) Sergey Fomel et al.   GEOPHYSICS

The Curvelet Transform

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

A Unified Primal-Dual Algorithm Framework Based on Bregman Iteration

(2010) Xiaoqun Zhang et al.   JOURNAL OF SCIENTIFIC COMPUTING

Transform-domain sparsity regularization for inverse problems in geosciences

(2009) Behnam Jafarpour et al.   GEOPHYSICS

Double Sparsity: Learning Sparse Dictionaries for Sparse Signal Approximation

(2009) R. Rubinstein et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Bayesian wavefield separation by transform-domain sparsity promotion

(2008) Deli Wang et al.   GEOPHYSICS

Image Sequence Denoising via Sparse and Redundant Representations

(2008) M. Protter et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Learning Multiscale Sparse Representations for Image and Video Restoration

(2008) Julien Mairal et al.   MULTISCALE MODELING & SIMULATION