Rapid Single Image-Based DTM Estimation from ExoMars TGO CaSSIS Images Using Generative Adversarial U-Nets

Rapid Single Image-Based DTM Estimation from ExoMars TGO CaSSIS Images Using Generative Adversarial U-Nets

The lack of adequate stereo coverage and where available, lengthy processing time, various artefacts, and unsatisfactory quality and complexity of automating the selection of the best set of processing parameters, have long been big barriers for large-area planetary 3D mapping. In this paper, we pro...

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Bibliographic Details
Main Authors: Yu Tao, Siting Xiong, Susan J. Conway, Jan-Peter Muller, Anthony Guimpier, Peter Fawdon, Nicolas Thomas, Gabriele Cremonese
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Remote Sensing
Subjects:
DTM
digital terrain model
deep learning
3D mapping
3D reconstruction
real-time 3D
Online Access:https://www.mdpi.com/2072-4292/13/15/2877

Internet

https://www.mdpi.com/2072-4292/13/15/2877

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