A Spectral-Aware Convolutional Neural Network for Pansharpening

A Spectral-Aware Convolutional Neural Network for Pansharpening

Pansharpening aims at fusing a low-resolution multiband optical (MBO) image, such as a multispectral or a hyperspectral image, with the associated high-resolution panchromatic (PAN) image to yield a high spatial resolution MBO image. Though having achieved superior performances to traditional method...

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Bibliographic Details
Main Authors: Lin He, Dahan Xi, Jun Li, Jiawei Zhu
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Applied Sciences
Subjects:
pansharpening
multispectral/hyperspectral image
spectral-aware
convolutional neural network
spatial feature transform
3D convolution
Online Access:https://www.mdpi.com/2076-3417/10/17/5809

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