A Multi-Scale Wavelet 3D-CNN for Hyperspectral Image Super-Resolution

A Multi-Scale Wavelet 3D-CNN for Hyperspectral Image Super-Resolution

Super-resolution (SR) is significant for hyperspectral image (HSI) applications. In single-frame HSI SR, how to reconstruct detailed image structures in high resolution (HR) HSI is challenging since there is no auxiliary image (e.g., HR multispectral image) providing structural information. Wavelet...

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Bibliographic Details
Main Authors: Jingxiang Yang, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan, Liang Xiao
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Remote Sensing
Subjects:
super-resolution
hyperspectral
wavelet
multi-scale
CNN
Online Access:https://www.mdpi.com/2072-4292/11/13/1557

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