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Automated Geometric Quantification of Building Exterior Wall Cracks Based on Computer Vision
Publisher: American Society of Civil Engineers
Abstract: Crack detection methods of high-rise building walls based on traditional computer vision (CV) heavily rely on manual selection and extraction of design features. Convolutional neural network (CNN)-based CV can actively ...
Automatic Completion of Underground Utility Topologies Using Graph Convolutional Networks
Publisher: American Society of Civil Engineers
Abstract: The absence of utility data, particularly about topological information, presents a significant impediment to the efficient management of underground utilities. Previous studies predominantly focus on general attributes ...
A Parameter-Driven Method for Modeling Bridge Defects through IFC
Publisher: ASCE
Abstract: Bridges experience regular inspections from transport agencies/authorities periodically. However, current approaches for the storage and visualization of inspection-related data are often restricted to spreadsheets and ...
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