A large scale Digital Elevation Model super-resolution Transformer

A large scale Digital Elevation Model super-resolution Transformer

The Digital Elevation Model (DEM) super-resolution approach aims to improve the spatial resolution or detail of an existing DEM by applying techniques such as machine learning or spatial interpolation. Convolutional Neural Networks and Generative Adversarial Networks have exhibited remarkable capabi...

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Bibliographic Details
Main Authors: Zhuoxiao Li, Xiaohui Zhu, Shanliang Yao, Yong Yue, Ángel F. García-Fernández, Eng Gee Lim, Andrew Levers
Format: Article
Language:English
Published: Elsevier 2023-11-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
DEM super-resolution
Spatial interpolation
Shifted window
Transformer
Convolutional neural networks
Generative adversarial networks
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843223003205

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http://www.sciencedirect.com/science/article/pii/S1569843223003205

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