A novel pansharpening method based on cross stage partial network and transformer

Abstract In remote sensing image fusion, the conventional Convolutional Neural Networks (CNNs) extract local features of the image through layered convolution, which is limited by the receptive field and struggles to capture global features. Transformer utilizes self-attention to capture long-distan...

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Bibliographic Details
Main Authors: Yingxia Chen, Huiqi Liu, Faming Fang
Format: Article
Language:English
Published: Nature Portfolio 2024-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-63336-w
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