Multispectral Transforms Using Convolution Neural Networks for Remote Sensing Multispectral Image Compression

A multispectral image is a three-order tensor since it is a three-dimensional matrix, i.e., one spectral dimension and two spatial position dimensions. Multispectral image compression can be achieved by means of the advantages of tensor decomposition (TD), such as Nonnegative Tucker Decomposition (N...

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Bibliographic Details
Main Authors: Jin Li, Zilong Liu
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/11/7/759