Parametric Architectural Elements from Point Clouds for HBIS Applications

Parametric Architectural Elements from Point Clouds for HBIS Applications

To preserve tangible cultural assets for the future, it is crucial to make sure that the maintenance, repair, and restoration of thesebuildings are of high quality. To ensure proper cultural heritage preservation, highly accurate measurement and modelling methodsare necessary. For this purpose, laser scanner systems are widely used; without any doubt, these systems provide many advantagesover conventional measuring techniques. On the other hand, the scan angle, the distance to the object, the object’s materialcomposition, the atmospheric conditions, as well as obstacles between the scanner and objects, can cause gaps or noise in the pointclouds, making it challenging to manage and interpret the resulting datasets. Thus, extracting the geometries of architectural façadeelements from these point clouds is often tedious and requires a high level of expertise. Projects utilizing Building InformationModelling (BIM) Systems have recently begun in Turkey. Although this technology is generally applied to address the whole lifecycle of new buildings beginning with the design stage, it is necessary to define existing structures in this system. In this context,research-development and practices related to tangible cultural assets are carried out under the name of the Historic BuildingInformation System (HBIS). In our study, we create parametric models that are needed for transferring the cultural assets, whichsubject to deformation over years. A semi-automatic methodology based on the RANSAC algorithm was applied to extract geometryfrom point cloud data that contains noise. The obtained model was transferred to BIM following IFC standards. Şehzade Mosque,built by Mimar Sinan in the 16th century Ottoman Classical Period during the reign of Sultan Suleyman the Magnificent, was chosenas the application area of the study. The architectural elements obtained from the application of the current point clouds werecompared with the existing architectural drawings, and the contributions of the study were evaluated.

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  • Atik, M. E., Donmez, SO., Duran, Z., Ipbuker, C. (2018). Comparison of Automatic Feature Extraction Methods for Building Roof Planes By Using Airborne LIDAR Data And High-Resolution Satellite Image. Proceedings Book of ICCGIS 2018, Bulgaria.
  • Arayici, Y., Counsell, J., Mahdjoubi, L., Nagy, G. A., Hawas, S., and Dweidar, K. (Eds.). (2017). Heritage building information modelling. Ed. 1. New York, NY: Routledge.
  • Arayici, Y. (2008). Towards Building Information Modeling for Existing Structures. Structural Survey 26 (3): 210–22. doi:10.1108/02630800810887108.
  • Arca, D., Seker, D., Alkan, M., Karakıs, S., Bayık, C., Acar, H. (2018). Development of Web-Based GIS for the Cultural Heritage of Safranbolu, Turkey. International Journal of Environment and Geoinformatics, 5(3), 368-377.doi. 10.30897/ ijegeo.457184.
  • Avsar, E.O., Duran, Z., Akyol, O., Toz, G. (2008). Modeling of the temple of Apollo Smintheus using photogrammetry and virtual reality. 21st ISPRS International Congress for Photogrammetry and Remote Sensing; Beijing; China; Vol. 37, Pages 357-360.
  • Barazzetti, L., Banfi, F., Brumana, R., Gusmeroli, G., Previtali, M., Schiantarelli, G. (2015). Cloud-toBIM-to-FEM: Structural simulation with accurate historic BIM from laser scans. Simulation Modelling Practice and Theory, 57, 71-87. doi:10.1016/j.simpat.2015.06.004.
  • Bruno, S., De Fino, M., and Fatiguso, F. (2018). Historic Building Information Modelling: performance assessment for diagnosis-aided information modelling and management. Automation in Construction, 86, 256-276. doi:10.1016/j.autcon.2017.11.009.
  • Büyüksalı̇ h, İ., Gazı̇ oğlu, C. (2019). New Approach in Integrated Basin Modelling: Melen Airborne LIDAR. International Journal of Environment and Geoinformatics, 6 (1), 22-32.doi. 10.30897/ ijegeo.530272.
  • Büyüksalih, İ., Alkan, M., Gazioğlu, C. (2019). Design for 3D city model management using remote sensing and GIS: A case study for the Golden Horn in Istanbul, Turkey, Sigma 37 (4), 1447-1462
  • Chiabrando, F., M. Lo Turco, F. Rinaudo. (2017). Modeling the Decay in an HBIS Starting From 3D Point Clouds. a Followed Approach for Cultural Heritage Knowledge. ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII-2/W5 (September): 605– 12. doi:10.5194/ISPRS-archives-XLII-2-W5-605- 2017.
  • Demir, İlke. (2017). A Generalized Proceduralization Framework For Urban Models With Applications In Procedural Modeling, Synthesis, And Reconstruction. Purdue University.
  • Fischler, M. A. and Bolles, R. (1981). Random Sample Consensus: A Paradigm for Model Fitting with Applications to Image Analysis and Automated Cartography. Communications of the ACM 24 (6): 381–95. doi:10.1145/358669.358692.
  • Gonultas, F., Atik, M.E., Duran, Z. (2020). Extraction of Roof Planes from Different Point Clouds Using RANSAC Algorithm. International Journal of Environment and Geoinformatics (IJEGEO), 7(2): 165-171. DOI: 10.30897/ijegeo.715510
  • Hartley, R. and Zisserman A. (2004). Multiple View Geometry in Computer Vision, 2nd Ed. Cambridge UK Cambridge Univ Press.
  • Kivilcim, C., and Z. Duran. (2016). A Semi-Automated Point Cloud Processing Methodology for 3D Cultural Heritage Documentation. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives 41 (July): 293–96. doi:10.5194/isprsarchives-XLI-B5-293- 2016.
  • Kıvılcım, C. (2009). Taşınmaz Kültür Varlıklarının Belgelendirilmesinde Jeomekansal Veri/Bilgi Yönetimi. Istanbul Technical University. Master Thesis.
  • Murphy, M, A Corns, J Cahill, K Eliashvili, A Chenau, C Pybus, R Shaw, G Devlin, A Deevy, L TruongHong. (2017). Developing Historic Building Information Modeling Guidelines and Procedures for Architectural Heritage in Ireland. XLII (September): 539–46. doi:10.5194/isprs-archives-XLII-2-W5-539- 2017.
  • Murphy, M., Eugene M., Sara Pavia. (2009). Historic Building Information Modeling (HBIM). Structural Survey 27 (4). Emerald Group Publishing Limited: 311–27. doi:10.1108/02630800910985108.
  • Seker, D.Z.; Alkan, M.; Kutoglu, H.; Akcin, H.; Kahya, Y. (2010). Development of a GIS Based Information and Management System for Cultural Heritage Site; Case Study of Safranbolu. In Proceedings of the FIG Congress 2010, Sydney, Australia, 11–16 April 2010; Number 1-10.