A Taxonomy of Point Cloud Search

Teuscher, Balthasar; Walther, Paul; Wang, Jiapan; Werner, Martin

doi:10.5194/isprs-annals-X-4-W6-2025-185-2025

Investigating the Generalizability of Segment Anything Model for Large-Scale Geospatial Segmentation

Wejdene Mansour, Paul Walther, Hao Li, and Martin Werner

AGILE GIScience Ser., 7, 14, https://doi.org/10.5194/agile-giss-7-14-2026,https://doi.org/10.5194/agile-giss-7-14-2026, 2026

CascadeCBF: Probabilistic Counting for Sparse Spatial Point Clouds

Moritz Laass, Paul Walther, Wejdene Mansour, and Martin Werner

AGILE GIScience Ser., 7, 31, https://doi.org/10.5194/agile-giss-7-31-2026,https://doi.org/10.5194/agile-giss-7-31-2026, 2026

Unsupervised Deep Clustering on Spatiotemporal Objects Extracted from 4D Point Clouds for Automatic Identification of Topographic Processes in Natural Environments

Jiapan Wang and Katharina Anders

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 929–936, https://doi.org/10.5194/isprs-annals-X-G-2025-929-2025,https://doi.org/10.5194/isprs-annals-X-G-2025-929-2025, 2025

Investigation of Riverbank Peat Erosion in a small Alpine catchment by Multi-Temporal Point Cloud Change Analysis and Time Series Clustering

Jiapan Wang, Rasoul Eskandari, ChengHan Lin, János Mészáros, Laura Obrecht, Evangeline Rowe, Jules Salzinger, Martin Rutzinger, and Andreas Mayr

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 937–944, https://doi.org/10.5194/isprs-annals-X-G-2025-937-2025,https://doi.org/10.5194/isprs-annals-X-G-2025-937-2025, 2025

Mining Meaningful Facets in Spatial Information Retrieval with Spatial Relevance Feedback

Martin Werner

AGILE GIScience Ser., 6, 12, https://doi.org/10.5194/agile-giss-6-12-2025,https://doi.org/10.5194/agile-giss-6-12-2025, 2025

Experiments on Geospatial Data Modelling for Long-Term Trajectory Prediction of Aircrafts

Natália Soares, Paul Walther, and Martin Werner

AGILE GIScience Ser., 6, 46, https://doi.org/10.5194/agile-giss-6-46-2025,https://doi.org/10.5194/agile-giss-6-46-2025, 2025

Point Cloud Data Management for Analytics in a Lakehouse

Balthasar Teuscher and Martin Werner

AGILE GIScience Ser., 6, 47, https://doi.org/10.5194/agile-giss-6-47-2025,https://doi.org/10.5194/agile-giss-6-47-2025, 2025

Random Data Distribution for Efficient Parallel Point Cloud Processing

Balthasar Teuscher and Martin Werner

AGILE GIScience Ser., 5, 15, https://doi.org/10.5194/agile-giss-5-15-2024,https://doi.org/10.5194/agile-giss-5-15-2024, 2024

SPATIO-TEMPORAL ANALYSIS OF URBAN ECONOMIC RESILIENCE DURING COVID-19 WITH MULTILAYER COMPLEX NETWORKS

Z. Liu, J. Wu, H. Li, and M. Werner

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 361–368, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-361-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-361-2023, 2023

INTEGRATING AI HARDWARE IN ACADEMIC TEACHING: EXPERIENCES AND SCOPE FROM BRANDENBURG AND BAVARIA

Z. Xiong, D. Stober, M. Krstić, O. Korup, M. I. Arango, H. Li, and M. Werner

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-W1-2023, 75–81, https://doi.org/10.5194/isprs-annals-X-5-W1-2023-75-2023,https://doi.org/10.5194/isprs-annals-X-5-W1-2023-75-2023, 2023

A Taxonomy of Point Cloud Search

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