Hyperspectral and Multispectral Image Fusion Using Coupled Non-Negative Tucker Tensor Decomposition

Hyperspectral and Multispectral Image Fusion Using Coupled Non-Negative Tucker Tensor Decomposition

Fusing a low spatial resolution hyperspectral image (HSI) with a high spatial resolution multispectral image (MSI), aiming to produce a super-resolution hyperspectral image, has recently attracted increasing research interest. In this paper, a novel approach based on coupled non-negative tensor deco...

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Bibliographic Details
Main Authors: Marzieh Zare, Mohammad Sadegh Helfroush, Kamran Kazemi, Paul Scheunders
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Remote Sensing
Subjects:
high resolution multispectral image
image fusion
low resolution hyperspectral image
multiplicative update rules
non-negative Tucker tensor decomposition
Online Access:https://www.mdpi.com/2072-4292/13/15/2930

Internet

https://www.mdpi.com/2072-4292/13/15/2930

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