A Fast Algorithm for Learning Overcomplete Dictionary for Sparse Representation Based on Proximal Operators

Bayesian Denoising: From MAP to MMSE Using Consistent Cycle Spinning

(2013) Abbas Kazerouni et al.   IEEE SIGNAL PROCESSING LETTERS

Direct Optimization of the Dictionary Learning Problem

(2013) Alain Rakotomamonjy   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Learning Dictionaries With Bounded Self-Coherence

(2012) C. D. Sigg et al.   IEEE SIGNAL PROCESSING LETTERS

Simultaneous Codeword Optimization (SimCO) for Dictionary Update and Learning

(2012) Wei Dai et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Computing Sparse Representations of Multidimensional Signals Using Kronecker Bases

(2012) Cesar F. Caiafa et al.   NEURAL COMPUTATION

Fast Dictionary Learning for Sparse Representations of Speech Signals

(2011) Maria G. Jafari et al.   IEEE Journal of Selected Topics in Signal Processing

Audio Inpainting

(2011) Amir Adler et al.   IEEE Transactions on Audio Speech and Language Processing

Recursive Least Squares Dictionary Learning Algorithm

(2010) Karl Skretting et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

On the Role of Sparse and Redundant Representations in Image Processing

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

Parametric Dictionary Design for Sparse Coding

(2009) M. Yaghoobi et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Dictionary Learning for Sparse Approximations With the Majorization Method

(2009) M. Yaghoobi et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations

(2009) Andrzej CICHOCKI et al.   IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUT

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

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

Inpainting and Zooming Using Sparse Representations

(2007) M.J. Fadili et al.   COMPUTER JOURNAL