Author

Ksenia Bittner

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Preprint Sep 2026

Guided Super-Resolution of Digital Elevation Models with Diffusion-Based Image Generators

High-resolution digital surface models (DSMs) play an important role in urban analysis, 3D building reconstruction, and infrastructure monitoring, yet their availability remains limited due to the high cost and complexity of data acquisition. In contrast, coarse DSMs from commercial satellite missions are widely access...

A. Nicolicioiu, Dominik Narnhofer, Nando Metzger et al. · 0 citations

Open access Jul 2026

GeoRGMAE: Geospatially Guided Masked Autoencoders for Building Segmentation

The proposed GeoRGMAE, a geospatially guided masked autoencoder pretraining strategy for building segmentation, introduces three masking strategies that prioritize semantically relevant building regions under the varying urban densities and suggests that incorporating geospatial priors into masked image modelling (MIM)...

Tuğba Eraslanoğlu, G. Mutreja, Martin Kada et al. · The International Archives o... · 0 citations