Trainlets: Dictionary Learning in High Dimensions

DOI10.1109/TSP.2016.2540599zbMath1414.94014arXiv1602.00212OpenAlexW2273553327MaRDI QIDQ4619621

Boaz Ophir, Jeremias Sulam, Michael Zibulevsky, Michael Elad

Publication date: 7 February 2019

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

Full work available at URL: https://arxiv.org/abs/1602.00212

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Image analysis in multivariate analysis (62H35) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

Related Items (7)

Unnamed Item ⋮ A Bregman stochastic method for nonconvex nonsmooth problem beyond global Lipschitz gradient continuity ⋮ A generalized inertial proximal alternating linearized minimization method for nonconvex nonsmooth problems ⋮ A tree-based dictionary learning framework ⋮ Tensor Least Angle Regression for Sparse Representations of Multidimensional Signals ⋮ A Greedy Approach to $\ell_{0,\infty}$-Based Convolutional Sparse Coding ⋮ Unnamed Item

This page was built for publication: Trainlets: Dictionary Learning in High Dimensions