Restoring Roof Height Maps from Severely Corrupted Point Data using Diffusion-based Techniques

RoofDiffusion is a novel diffusion-based technique that can robustly complete and denoise roof height maps, even under extreme conditions of sparsity, regional incompleteness, and noise.