Fast multidimensional dictionary learning algorithms and their application in 3D inverse synthetic aperture radar image restoration and noise reduction

Abstract By generalising dictionary learning (DL) algorithms to multidimensional (MD) mode and using them in applications where signals are inherently multidimensional, such as in three‐dimensional (3D) inverse synthetic aperture radar (ISAR) imaging, it is possible to achieve much higher speed and...

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Bibliographic Details
Main Authors: Ali Mehrpooya, Milad Nazari, Zahra Abbasi, Seyed M. Karbasi, Mohammad M. Nayebi, Mohammad H. Bastani
Format: Article
Language:English
Published: Wiley 2022-09-01
Series:IET Radar, Sonar & Navigation
Online Access:https://doi.org/10.1049/rsn2.12275