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Conference Paper: An Automated Layer Classification Method for Converting CAD Drawings to 3D BIM Models
Title | An Automated Layer Classification Method for Converting CAD Drawings to 3D BIM Models |
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Authors | |
Issue Date | 2019 |
Publisher | Springer International Publishing. The Proceedings' web site is located at https://link.springer.com/book/10.1007/978-3-030-00220-6 |
Citation | Proceedings of the 35th CIB W78 2018 Conference: IT in Design, Construction, and Management, Chicago, Illinois, USA, 1-3 October 2018. In Mutis, I & Hartmann, T (eds.). Advances in Informatics and Computing in Civil and Construction Engineering, p. 67-76. Cham: Springer, 2019 How to Cite? |
Abstract | In recent years, Building Information Modelling (BIM) has been pushing forwards the digitalization of global AEC industries continuously. Developing countries with low computerized level, such as China, still use CAD drawings as delivery in building project. It is significant to transform architecture drawings to BIM models in a cost-efficient way. Current researches on 3D reconstruction of architecture drawings are restricted by accuracy and automation level. In this paper, an automated layer classification method is proposed as pretreatment in transforming CAD to BIM models. It analyses the content in each layer of a drawing and classifies the layer into a specific category. Detailed methods to find out grid text layer, dimension layer, window and door layer and wall layer are presented in the paper. The approach is tested using 70 sample drawings. The average accuracy degree of classification is around 95%. Based on layer classification, the existed recognition algorithms could have better performance since obstructs are removed, and the detection method of section drawings can be optimized. |
Description | Session 9: Information Integration and Informatics |
Persistent Identifier | http://hdl.handle.net/10722/277922 |
ISBN |
DC Field | Value | Language |
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dc.contributor.author | Yin, M | - |
dc.contributor.author | Ye, Z | - |
dc.contributor.author | Tang, CML | - |
dc.contributor.author | Li, S | - |
dc.date.accessioned | 2019-10-04T08:03:59Z | - |
dc.date.available | 2019-10-04T08:03:59Z | - |
dc.date.issued | 2019 | - |
dc.identifier.citation | Proceedings of the 35th CIB W78 2018 Conference: IT in Design, Construction, and Management, Chicago, Illinois, USA, 1-3 October 2018. In Mutis, I & Hartmann, T (eds.). Advances in Informatics and Computing in Civil and Construction Engineering, p. 67-76. Cham: Springer, 2019 | - |
dc.identifier.isbn | 9783030002190 | - |
dc.identifier.uri | http://hdl.handle.net/10722/277922 | - |
dc.description | Session 9: Information Integration and Informatics | - |
dc.description.abstract | In recent years, Building Information Modelling (BIM) has been pushing forwards the digitalization of global AEC industries continuously. Developing countries with low computerized level, such as China, still use CAD drawings as delivery in building project. It is significant to transform architecture drawings to BIM models in a cost-efficient way. Current researches on 3D reconstruction of architecture drawings are restricted by accuracy and automation level. In this paper, an automated layer classification method is proposed as pretreatment in transforming CAD to BIM models. It analyses the content in each layer of a drawing and classifies the layer into a specific category. Detailed methods to find out grid text layer, dimension layer, window and door layer and wall layer are presented in the paper. The approach is tested using 70 sample drawings. The average accuracy degree of classification is around 95%. Based on layer classification, the existed recognition algorithms could have better performance since obstructs are removed, and the detection method of section drawings can be optimized. | - |
dc.language | eng | - |
dc.publisher | Springer International Publishing. The Proceedings' web site is located at https://link.springer.com/book/10.1007/978-3-030-00220-6 | - |
dc.relation.ispartof | Advances in Informatics and Computing in Civil and Construction Engineering: Proceedings of the 35th CIB W78 2018 Conference: IT in Design, Construction, and Management | - |
dc.title | An Automated Layer Classification Method for Converting CAD Drawings to 3D BIM Models | - |
dc.type | Conference_Paper | - |
dc.identifier.email | Tang, CML: lcmtang@hku.hk | - |
dc.identifier.authority | Tang, CML=rp02480 | - |
dc.identifier.doi | 10.1007/978-3-030-00220-6_9 | - |
dc.identifier.hkuros | 306717 | - |
dc.identifier.spage | 67 | - |
dc.identifier.epage | 76 | - |
dc.publisher.place | Cham | - |