Pansharpening by Convolutional Neural Networks

A new pansharpening method is proposed, based on convolutional neural networks. We adapt a simple and effective three-layer architecture recently proposed for super-resolution to the pansharpening problem. Moreover, to improve performance without increasing complexity, we augment the input by includ...

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Veröffentlicht in:	Remote sensing (Basel, Switzerland) Switzerland), 2016-01, Vol.8 (7), p.594-594
Hauptverfasser:	Masi, Giuseppe, Cozzolino, Davide, Verdoliva, Luisa, Scarpa, Giuseppe
Format:	Artikel
Sprache:	eng
Schlagworte:	Architecture Complexity Neural networks Nonlinearity Remote sensing State of the art Visual inspection
Online-Zugang:	Volltext
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