PSCSC-Net: A Deep Coupled Convolutional Sparse Coding Network for Pansharpening

Given a low-resolution multispectral (MS) image and a high-resolution panchromatic image, the task of pansharpening is to generate a high-resolution MS image. Deep learning (DL)-based methods receive extensive attention recently. Different from the existing DL-based methods, this article proposes a...

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Veröffentlicht in:	IEEE transactions on geoscience and remote sensing Jg. 60; S. 1 - 16
1. Verfasser:	Yin, Haitao
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Artificial neural networks Coding Convolutional sparse coding (CSC) Deep learning deep neural network deep unfolding High resolution Image resolution Iterative algorithms Iterative methods Machine learning Neural networks Optimization Pansharpening Resolution Satellites Signal resolution Spatial resolution Training
ISSN:	0196-2892, 1558-0644
Online-Zugang:	Volltext
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