Integrating Inverse Photogrammetry and a Deep Learning–Based Point Cloud Segmentation Approach for Automated Generation of BIM Models

Author:

Xiang Zhongming1,Rashidi Abbas2,Ou Ge3

Affiliation:

1. Transmission Line Engineer, Stantec, Salt Lake City, UT 84121 (corresponding author).

2. Assistant Professor, Dept. of Civil and Environmental Engineering, Univ. of Utah, Salt Lake City, UT 84112.

3. Assistant Professor, Dept. of Civil and Coastal Engineering, Univ. of Florida, Gainesville, FL 32603.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Strategy and Management,Industrial relations,Building and Construction,Civil and Structural Engineering

Reference98 articles.

1. Urban Point Cloud Mining Based on Density Clustering and MapReduce

2. Anagnostopoulos I. V. Pătrăucean I. Brilakis and P. Vela. 2016. “Detection of walls floors and ceilings in point cloud data.” In Proc. Construction Research Congress 2016 2302–2311. Mayagüez Puerto Rico: Univ. of Puerto Rico-Mayagüez.

3. Armeni I. S. Sax A. R. Zamir and S. Savarese. 2017. “Joint 2D-3D-semantic data for indoor scene understanding.” Preprint submitted Feburary 3 2017. http://arxiv.org/abs/1702.01105.

4. Autodesk. 2021. “The overview of plant 3D.” Accessed May 6 2021. https://www.autodesk.com/products/autocad/included-toolsets/autocad-plant-3d.

5. Image-Based Localization and Content Authoring in Structure-from-Motion Point Cloud Models for Real-Time Field Reporting Applications

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