An Analysis Dictionary Learning Algorithm under a Noisy Data Model with Orthogonality Constraint

K-SVD Meets Transform Learning: Transform K-SVD

(2014) Ender M. Eksioglu et al.   IEEE SIGNAL PROCESSING LETTERS

Constrained Overcomplete Analysis Operator Learning for Cosparse Signal Modelling

(2013) Mehrdad Yaghoobi et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Analysis K-SVD: A Dictionary-Learning Algorithm for the Analysis Sparse Model

(2012) Ron Rubinstein et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Learning Sparsifying Transforms

(2012) Saiprasad Ravishankar et al.   IEEE TRANSACTIONS ON SIGNAL 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

Iterative Thresholding for Sparse Approximations

(2008) Thomas Blumensath et al.   JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS