Recursive Least Squares Dictionary Learning Algorithm

DOI10.1109/TSP.2010.2040671zbMath1392.68365MaRDI QIDQ4570182

Karl Skretting, Kjersti Engan

Publication date: 9 July 2018

Published in: IEEE Transactions on Signal Processing (Search for Journal in Brave)

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items

Efficient Blind Compressed Sensing Using Sparsifying Transforms with Convergence Guarantees and Application to Magnetic Resonance Imaging ⋮ A fast patch-dictionary method for whole image recovery ⋮ Multi-polarimetric SAR image compression based on sparse representation ⋮ FRIST—flipping and rotation invariant sparsifying transform learning and applications ⋮ Sparse time-frequency decomposition based on dictionary adaptation ⋮ A Fast Algorithm for Learning Overcomplete Dictionary for Sparse Representation Based on Proximal Operators ⋮ Semisupervised Dictionary Learning with Graph Regularized and Active Points ⋮ Model-based sparse coding beyond Gaussian independent model ⋮ Convergence radius and sample complexity of ITKM algorithms for dictionary learning ⋮ Dictionary evaluation and optimization for sparse coding based speech processing ⋮ Dictionary learning based on nonnegative matrix factorization using parallel coordinate descent ⋮ First- and Second-Order Methods for Online Convolutional Dictionary Learning ⋮ Structured overcomplete sparsifying transform learning with convergence guarantees and applications ⋮ Efficient dictionary learning with sparseness-enforcing projections ⋮ On the identifiability of overcomplete dictionaries via the minimisation principle underlying K-SVD ⋮ Compressed dictionary learning ⋮ Optimal dictionary for least squares representation ⋮ Image encryption using sparse coding and compressive sensing

This page was built for publication: Recursive Least Squares Dictionary Learning Algorithm