Swin–MRDB: Pan-Sharpening Model Based on the Swin Transformer and Multi-Scale CNN

Swin–MRDB: Pan-Sharpening Model Based on the Swin Transformer and Multi-Scale CNN

Pan-sharpening aims to create high-resolution spectrum images by fusing low-resolution hyperspectral (HS) images with high-resolution panchromatic (PAN) images. Inspired by the Swin transformer used in image classification tasks, this research constructs a three-stream pan-sharpening network based o...

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Bibliographic Details
Main Authors: Zifan Rong, Xuesong Jiang, Linfeng Huang, Hongping Zhou
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Applied Sciences
Subjects:
pan-sharpening
Swin transformer
multi-scale residuals and dense blocks
residual feature fusion block
Online Access:https://www.mdpi.com/2076-3417/13/15/9022

Internet

https://www.mdpi.com/2076-3417/13/15/9022

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