DMPNet: dual-path and multi-scale pansharpening network

DMPNet: dual-path and multi-scale pansharpening network

IntroductionPansharpening is an important remote sensing task that aims to produce high-resolution multispectral (MS) images by combining low-resolution MS images with high-resolution panchromatic (PAN) images. Although deep learning-based pansharpening has shown impressive results, the majority of...

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Bibliographic Details
Main Authors: Gurpreet Kaur, Manisha Malhotra, Dilbag Singh, Sunita Singhal
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Computer Science
Subjects:
pansharpening
remote sensing
deep learning
image reconstruction
spatial and spectral fidelity
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2024.1455963/full
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