A Pansharpening Based on the Non-Subsampled Contourlet Transform and Convolutional Autoencoder: Application to QuickBird Imagery

This paper presents a pansharpening technique based on the non-subsampled contourlet transform (NSCT) and convolutional autoencoder (CAE). NSCT is exceptionally proficient at presenting orientation information and capturing the internal geometry of objects. First, it's used to decompose the mul...

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Veröffentlicht in:	IEEE access Jg. 10; S. 44778 - 44788
Hauptverfasser:	Smadi, Ahmad Al, Yang, Shuyuan, Abugabah, Ahed, Alzubi, Ahmad Ali, Sanzogni, Louis
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	convolutional autoencoder Decomposition Encoding High resolution Image fusion Image resolution multispectral image fusion Multispectral imaging NSCT Pansharpening Remote sensing Satellites Spatial resolution Spectral bands Transforms
ISSN:	2169-3536, 2169-3536
Online-Zugang:	Volltext
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