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Title:

Efficient In-Memory Point Cloud Query Processing

Document type:
Konferenzbeitrag
Author(s):
Teuscher, Balthasar; Geißendörfer, Oliver; Luo, Xuanshu; Li, Hao; Anders, Katharina; Holst, Christoph; Werner, Martin
Abstract:
Point cloud data acquired via laser scanning or stereo matching of photogrammetry imagery has become an emerging and vital data source in an increasing research and application field. However, point cloud processing can be highly challenging due to an ever-increasing amount of points and the demand for handling the data in near real-time. In this paper, we propose an efficient in-memory point cloud processing solution and implementation demonstrating that the inherent technical identity of the m...     »
Keywords:
3d point cloud, In-memory processing, Nearest neighbor, Spatio-temporal
Editor:
Kolbe, Thomas H.; Donaubauer, Andreas; Beil, Christof
Book / Congress title:
Recent Advances in 3D Geoinformation Science - Proceedings of the 18th 3D GeoInfo Conference
Congress (additional information):
Publisher Copyright: © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.; International 3D GeoInfo Conference, 3DGeoInfo 2023 ; Conference date: 12-09-2023 Through 14-09-2023
Publisher:
Springer Science and Business Media Deutschland GmbH
Year:
2024
Pages:
267--286
Print-ISBN:
9783031436987
Bookseries title:
Lecture Notes in Geoinformation and Cartography
Language:
English
Fulltext / DOI:
doi:10.1007/978-3-031-43699-4_16
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