ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Download
Share
Publications Copernicus
Download
Citation
Share
Articles | Volume XI-1-2026
https://doi.org/10.5194/isprs-annals-XI-1-2026-263-2026
https://doi.org/10.5194/isprs-annals-XI-1-2026-263-2026
03 Jul 2026
 | 03 Jul 2026

Feasibility of Indoor Frame-Wise Lidar Semantic Segmentation via Distillation from Visual Foundation Model

Haiyang Wu, Juan J. Gonzales Torres, George Vosselman, and Ville Lehtola

Related authors

AI-Empowered Urban Digital Twins: Integrating Geospatial and Legal Data for Spatial Planning and Governance
Mila Koeva, Dessislava Petrova-Antonova, Sisi Zlatanova, Rob Peters, Claudio Persello, Ville Lehtola, Pirouz Nourian, Johannes Flacke, Raoul Grouls, and Alfred Stein
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XII-4-W2-2026, 105–112, https://doi.org/10.5194/isprs-annals-XII-4-W2-2026-105-2026,https://doi.org/10.5194/isprs-annals-XII-4-W2-2026-105-2026, 2026
Incremental Semantics-Aided Meshing from LiDAR-Inertial Odometry and RGB Direct Label Transfer
Muhammad Affan, Ville Lehtola, and George Vosselman
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B2-2026, 335–342, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-335-2026,https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-335-2026, 2026
A Comparison of Multi-View Stereo Methods for Photogrammetric 3D Reconstruction: From Traditional to Learning-Based Approaches
Yawen Li, George Vosselman, and Francesco Nex
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 721–728, https://doi.org/10.5194/isprs-annals-XI-2-2026-721-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-721-2026, 2026
Multi-sensor Fusion SLAM from the Nadir View for UAV Localization and Mapping
Yawen Li, George Vosselman, and Francesco Nex
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-2-W2-2025, 109–116, https://doi.org/10.5194/isprs-annals-X-2-W2-2025-109-2025,https://doi.org/10.5194/isprs-annals-X-2-W2-2025-109-2025, 2025
Low-cost Extrinsic Calibration Between LIDAR and Thermal Camera for Indoor Mapping
Benjamin Ronald van Manen, Ville Lehtola, Abeje Yenehun Mersha, and Francesco Nex
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-2-W2-2025, 181–188, https://doi.org/10.5194/isprs-annals-X-2-W2-2025-181-2025,https://doi.org/10.5194/isprs-annals-X-2-W2-2025-181-2025, 2025