Texture Enhancement in 3D Maps using Generative Adversarial Networks

In this thesis we investigate the use of GANs for texture enhancement. To achievethis, we have studied if synthetic satellite images generated by GANs will improvethe texture in satellite-based 3D maps. We investigate two GANs; SRGAN and pix2pix. SRGAN increases the pixelresolution of the satellite...

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Bibliographic Details
Main Authors: Birgersson, Anna, Hellgren, Klara
Format: Others
Language:English
Published: Linköpings universitet, Datorseende 2019
Subjects:
GAN
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-162446