A Review of Hyperspectral Image Super-Resolution Based on Deep Learning

A Review of Hyperspectral Image Super-Resolution Based on Deep Learning

Hyperspectral image (HSI) super-resolution (SR) is a classical computer vision task that aims to accomplish the conversion of images from lower to higher resolutions. With the booming development of deep learning (DL) technology, more and more researchers are dedicated to the research of image SR te...

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Bibliographic Details
Main Authors: Chi Chen, Yongcheng Wang, Ning Zhang, Yuxi Zhang, Zhikang Zhao
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Remote Sensing
Subjects:
super-resolution
hyperspectral image
deep learning
convolutional neural networks (CNNs)
generative adversarial networks (GANs)
Online Access:https://www.mdpi.com/2072-4292/15/11/2853

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