Coupled Convolutional Neural Network-Based Detail Injection Method for Hyperspectral and Multispectral Image Fusion

Coupled Convolutional Neural Network-Based Detail Injection Method for Hyperspectral and Multispectral Image Fusion

In this paper, a detail-injection method based on a coupled convolutional neural network (CNN) is proposed for hyperspectral (HS) and multispectral (MS) image fusion with the goal of enhancing the spatial resolution of HS images. Owing to the excellent performance in spectral fidelity of the detail-...

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Bibliographic Details
Main Authors: Xiaochen Lu, Dezheng Yang, Fengde Jia, Yifeng Zhao
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Applied Sciences
Subjects:
convolutional neural network
hyper-sharpening
hyperspectral
image fusion
multispectral
Online Access:https://www.mdpi.com/2076-3417/11/1/288

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