Authors

Antoine Lorentz

Publications 1

Preprint Open access

Enhancing Photogrammetric Digital Surface Models with Pretrained Diffusion Models and Multimodal Conditioning

Antoine Lorentz, Stéphane May, Valentine Bellet et al. · 2026 · 10.3390/rs18193303

Large-scale Digital Surface Models (DSMs) can be produced cost-effectively from satellite images via stereo-photogrammetry. However, the resulting 3D maps are often contaminated by noise, outliers, and voids. On the other hand, aerial LiDAR provides high-accuracy elevation measurements at a substantially higher cost. I …

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