An Enhanced Double-Filter Deep Residual Neural Network for Generating Super Resolution DEMs

An Enhanced Double-Filter Deep Residual Neural Network for Generating Super Resolution DEMs

High-resolution DEMs are important spatial data, and are used in a wide range of analyses and applications. However, the high cost to obtain high-resolution DEM data over a large area through sensors with higher precision poses a challenge for many geographic analysis applications. Inspired by the c...

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Bibliographic Details
Main Authors: Annan Zhou, Yumin Chen, John P. Wilson, Heng Su, Zhexin Xiong, Qishan Cheng
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Remote Sensing
Subjects:
convolutional neural networks
DEMs
super-resolution
deep learning
Online Access:https://www.mdpi.com/2072-4292/13/16/3089

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