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...

Full description

Saved in:
Bibliographic details
Volume: 12
Main Author: Rasti, Behnood
Koirala, Bikram
Scheunders, Paul
Ghamisi, Pedram
Format: Journal Article
Language: English
Place of publication: BASEL MDPI 01.06.2020
MDPI AG
published in: Remote sensing (Basel, Switzerland) Vol. 12; no. 11; pp. 1728 - 1747
ORCID: 0000-0002-1091-9841
0000-0003-1203-741X
0000-0002-8887-8197
0000-0003-2447-4772
Data of publication: 2020-06-01
ISSN: 2072-4292
2072-4292
EISSN: 2072-4292
Discipline: Geography
Subjects:
Online Access: Fulltext
Database: Web of Knowledge
Web of Science - Science Citation Index Expanded - 2020
Science Citation Index Expanded
Web of Science
CrossRef
DOAJ Directory of Open Access Journals
Database information Databases - DBIS