Nonlocal Hierarchical Dictionary Learning Using Wavelets for Image Denoising

Multi-Scale Dictionary Learning Using Wavelets

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

Dictionary Learning

(2011) Ivana Tosic et al.   IEEE SIGNAL PROCESSING MAGAZINE

Image Denoising in Mixed Poisson–Gaussian Noise

(2010) F Luisier et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

On the Role of Sparse and Redundant Representations in Image Processing

(2010) Michael Elad et al.   PROCEEDINGS OF THE IEEE

Clustering-Based Denoising With Locally Learned Dictionaries

(2009) P. Chatterjee et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

From Local Kernel to Nonlocal Multiple-Model Image Denoising

(2009) Vladimir Katkovnik et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Orthogonal bandelet bases for geometric images approximation

(2008) Gabriel Peyré et al.   COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS

Enhancing Sparsity by Reweighted ℓ 1 Minimization

(2008) Emmanuel J. Candès et al.   JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS

Learning Multiscale Sparse Representations for Image and Video Restoration

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