loading
Documents

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Helmi Ben Hmida 1 ; Christophe Cruz 2 ; Frank Boochs 3 and Christophe Nicolle 2

Affiliations: 1 Fachhochschule Mainz, Laboratoire Le2i and UMR-5158 CNRS, Germany ; 2 Laboratoire Le2i and UMR-5158 CNRS, France ; 3 Fachhochschule Mainz, Germany

ISBN: 978-989-8425-80-5

ISSN: 2184-3228

Keyword(s): Geometric analysis, Topologic analysis, 3D processing algorithm, Semantic web, Knowledge modelling, Ontology, 3D scene reconstruction, Object identification.

Related Ontology Subjects/Areas/Topics: Applications and Case-studies ; Artificial Intelligence ; Biomedical Engineering ; Data Engineering ; Enterprise Information Systems ; Enterprise Software Technologies ; Expert Systems ; Health Information Systems ; Information Systems Analysis and Specification ; Intelligent Problem Solving ; Knowledge Acquisition ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Ontologies and the Semantic Web ; Ontology Engineering ; Software Engineering ; Symbolic Systems

Abstract: This paper presents a knowledge-based detection of objects approach using the OWL ontology language, the Semantic Web Rule Language, and 3D processing built-ins aiming at combining geometrical analysis of 3D point clouds and specialist’s knowledge. This combination allows the detection and the annotation of objects contained in point clouds. The context of the study is the detection of railway objects such as signals, technical cupboards, electric poles, etc. Thus, the resulting enriched and populated ontology, that contains the annotations of objects in the point clouds, is used to feed a GIS systems or an IFC file for architecture purposes.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.231.220.225

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Ben Hmida, H.; Cruz, C.; Boochs, F. and Nicolle, C. (2011). FROM 3D POINT CLOUDS TO SEMANTIC OBJECTS - An Ontology-based Detection Approach.In Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2011) ISBN 978-989-8425-80-5, ISSN 2184-3228, pages 255-260. DOI: 10.5220/0003660002550260

@conference{keod11,
author={Helmi Ben Hmida. and Christophe Cruz. and Frank Boochs. and Christophe Nicolle.},
title={FROM 3D POINT CLOUDS TO SEMANTIC OBJECTS - An Ontology-based Detection Approach},
booktitle={Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2011)},
year={2011},
pages={255-260},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003660002550260},
isbn={978-989-8425-80-5},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2011)
TI - FROM 3D POINT CLOUDS TO SEMANTIC OBJECTS - An Ontology-based Detection Approach
SN - 978-989-8425-80-5
AU - Ben Hmida, H.
AU - Cruz, C.
AU - Boochs, F.
AU - Nicolle, C.
PY - 2011
SP - 255
EP - 260
DO - 10.5220/0003660002550260

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.