Article-Journal

Enriching Thermal Point Clouds of Buildings using Semantic 3D building Models
Cite arXiv PDF Project page
Reviewing Open Data Semantic 3D City Models to Develop Novel 3D Reconstruction Methods
Cite PDF Project page
Classifying point clouds at the facade-level using geometric features and deep learning networks
Cite arXiv PDF Project page
MLS2LoD3: Refining low LoDs building models with MLS point clouds to reconstruct semantic LoD3 building models
Cite arXiv PDF Project page
Reconstructing facade details using MLS point clouds and Bag-of-Words approach
Cite arXiv PDF Project page
Scan2LoD3: Reconstructing semantic 3D building models at LoD3 using ray casting and Bayesian networks
Cite arXiv PDF Project page
Transferring facade labels between point clouds with semantic octrees while considering change detection
Cite arXiv PDF Project page
Combining visibility analysis and deep learning for refinement of semantic 3D building models by conflict classification
Cite arXiv PDF Project page
Refinement of semantic 3D building models by reconstructing underpasses from MLS point clouds
Cite PDF Project page
TUM-FAÇADE: Reviewing and enriching point cloud benchmarks for façade segmentation
Cite arXiv PDF Project page Open3D-ML dataset