Publications
Do you want to hear about a highlight of my work, Scan2LoD3 method? -> listen to the podcast ;)
2024
ZAHA: Introducing the Level of Facade Generalization and the large-scale point cloud facade semantic segmentation benchmark dataset
Wysocki, O., Tan Y., Froech T., Xia, Y., Wysocki M., Hoegner, L., Cremers D., and Holst Ch
Accepted for WACV ‘25
[arxiv]
FacaDiffy: Inpainting unseen facade parts using diffusion models
Froech, T., Wysocki, O., Xia, Y., Xie, J., Schwab, B., Cremers D., Kolbe, TH.
Under review for ISPRS Annals
Mind the domain gap: Measuring the domain gap between real-world and synthetic point clouds for automated driving development
Duc, N., Lai, YL., Madlindl, P., Zhu, X., Schwab, B., Wysocki, O., Hoegner, L., Kolbe, TH
Under review for PFG
CDGS: Confidence-aware depth regularization for 3D Gaussian Splatting
Zhang, Q., Wysocki, O., Urban, S., Jutzi, B.
ISPRS Archives, LowCost 3D ‘24
Analyzing the impact of semantic LoD3 building models on image-based vehicle localization
Bieringer, A., Wysocki, O., Tuttas, S., Hoegner, L., Holst, Ch.
ISPRS Annals, 3DGeoInfo ‘24
Enriching thermal point clouds of buildings using semantic 3D building models
Zhu, J., Wysocki, O., Holst, Ch., Kolbe, TH. ,
ISPRS Annals, 3DGeoInfo ‘24
Reconstructing facade details using MLS point clouds and Bag-of-Words approach
Froech, T., Wysocki, O., Hoegner, L., and Stilla, U.
Recent Advances in 3D Geoinformation Science, 3D GeoInfo ‘23
Classifying point clouds at the facade-level using geometric features and deep learning networks
Tan, Y., Wysocki, O., Hoegner, L., and Stilla, U.
Recent Advances in 3D Geoinformation Science, 3D GeoInfo ‘23
Transferring facade labels between point clouds with semantic octrees while considering change detection
Schwarz, S., Pilz, T., Wysocki, O., Hoegner, L., and Stilla, U.
Recent Advances in 3D Geoinformation Science, 3D GeoInfo ‘23
MLS2LoD3: Refining low LoDs building models with MLS point clouds to reconstruct semantic LoD3 building models
Wysocki, O., Hoegner, L., and Stilla, U.
Recent Advances in 3D Geoinformation Science, 3D GeoInfo ‘23
2023
Scan2LoD3: Reconstructing semantic 3D building models at LoD3 using ray casting and Bayesian networks
Wysocki, O., Xia, Y., Wysocki M., Grilli, E., Hoegner, L., Cremers D., and Stilla, U.
CVPRW ‘23
2022
Combining visibility analysis and deep learning for refinement of semantic 3D building models by conflict classification
Wysocki, O., Grilli, E., Hoegner, L. and Stilla, U.
ISPRS Annals, 3D GeoInfo ‘22
Refinement of semantic 3D building models by reconstructing underpasses from MLS point clouds
Wysocki, O., Hoegner, L. and Stilla, U.
International Journal of Applied Earth Observation and Geoinformation
TUM-FAÇADE: Reviewing and enriching point cloud benchmarks for façade segmentation
Wysocki, O., Hoegner, L. and Stilla, U.
ISPR Archives, ArCH ‘22
[website] [pdf] [arxiv][Open3D-ML dataset]
2021
Unlocking point cloud potential: Fusing MLS point clouds with semantic 3D building models while considering uncertainty
Wysocki, O., Xu, Y. and Stilla, U.
ISPRS Annals, 3D GeoInfo ‘21
Plastic surgery for 3D city models: A pipeline for automatic geometry refinement and semantic enrichment
Wysocki, O., Schwab, B., Hoegner, L., Kolbe, TH. and Stilla, U.
ISPRS Annals, ISPRS Congress ‘21