Reference : A Smart Point Cloud Infrastructure for intelligent environments
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Engineering, computing & technology : Computer science
Engineering, computing & technology : Civil engineering
http://hdl.handle.net/2268/242191
A Smart Point Cloud Infrastructure for intelligent environments
English
[fr] Une infrastructure "Smart Point Cloud" pour des environnements intelligents
Poux, Florent mailto [Université de Liège - ULiège > Département de géographie > Unité de Géomatique - Topographie et géométrologie >]
Billen, Roland mailto [Université de Liège - ULiège > Département de géographie > Unité de Géomatique - Topographie et géométrologie >]
Oct-2019
1st Edition
Laser scanning: an emerging technology in structural engineering
Lindenbergh, Roderik
Riveiro-Rodríguez, Belén
CRC Press
ISPRS Book Series
127-149
Yes
9781138496040
London
England
[en] Point Cloud ; 3D ; Feature Extraction ; Segmentation ; Classification ; Object Detection ; Data model ; 3D model ; Database ; SIG
[en] 3D point cloud data describes our physical world spatially. Knowledge discovery processes including semantic segmentation and classification are a great way to complement this information by leveraging analytic or domain knowledge to extract semantics. Combining efficiently this information is an opening on intelligent environments and deep automation. This chapter provides a conceptual data model to structure 3D point data, semantics and topology proficiently. It aims at creating an interactive clone of the real world usable by cognitive decision systems. A multi-modal infrastructure integrating this data model is presented that includes knowledge extraction, knowledge integration and knowledge representation for automatic agent-based decision-making over enriched point cloud data. A knowledge base processing with ontologies is provided for extended interoperability.
Researchers ; Students ; General public ; Others
http://hdl.handle.net/2268/242191
10.1201/9781351018869
https://www.taylorfrancis.com/books/9781351018852/chapters/10.1201/9781351018869-9
https://www.taylorfrancis.com/books/e/9781351018869
http://www.pointcloudproject.com
https://www.researchgate.net/publication/336858344_A_Smart_Point_Cloud_Infrastructure_for_intelligent_environments

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