Enhancing 3D Building Model Textures with Super-Resolution of Aerial Photographs

We have applied a super-resolution technique to enhance the texture image quality of LOD2 building models. Specifically, we adopted SwinIR for upscaling low-resolution images. In order to achieve better results, several approaches for creating training data, consisting of pairs of low-resolution and...

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Bibliographic Details
Main Authors: S. Hattori-Nagao, Z. Zhu, S. Tsutsui, S. Kakuta, Y. Niina, K. Oda
Format: Article
Language:English
Published: Copernicus Publications 2025-07-01
Series:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-annals.copernicus.org/articles/X-G-2025/349/2025/isprs-annals-X-G-2025-349-2025.pdf
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