Principal Component Wavelet Networks for Solving Linear Inverse Problems

In this paper we propose a novel learning-based wavelet transform and demonstrate its utility as a representation in solving a number of linear inverse problems—these are asymmetric problems, where the forward problem is easy to solve, but the inverse is difficult and often ill-posed. The wavelet de...

Full description

Bibliographic Details
Main Authors: Bernard Tiddeman, Morteza Ghahremani
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Symmetry
Subjects:
PCA
Online Access:https://www.mdpi.com/2073-8994/13/6/1083