How Hyperspectral Image Unmixing and Denoising Can Boost Each Other

Hyperspectral linear unmixing and denoising are highly related hyperspectral image (HSI) analysis tasks. In particular, with the assumption of Gaussian noise, the linear model assumed for the HSI in the case of low-rank denoising is often the same as the one used in HSI unmixing. However, the optimi...

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Bibliographic Details
Main Authors: Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/12/11/1728