A Deep Unfolding Network for Multispectral and Hyperspectral Image Fusion

A Deep Unfolding Network for Multispectral and Hyperspectral Image Fusion

Multispectral and hyperspectral image fusion (MS/HS fusion) aims to generate a high-resolution hyperspectral (HRHS) image by fusing a high-resolution multispectral (HRMS) and a low-resolution hyperspectral (LRHS) images. The deep unfolding-based MS/HS fusion method is a representative deep learning...

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Bibliographic Details
Main Authors: Bihui Zhang, Xiangyong Cao, Deyu Meng
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Remote Sensing
Subjects:
hyperspectral and multispectral image fusion
convolutional sparse coding
proximal gradient algorithm
convolutional neural networks
Online Access:https://www.mdpi.com/2072-4292/16/21/3979
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