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Color Component–Based Road Feature Extraction from Airborne Lidar and Imaging Data Sets
Publisher: American Society of Civil Engineers
Abstract: This paper presents a new framework of road feature extraction from color component–based data fusion of aerial imagery and lidar data. The proposed framework consists of six procedures: (1) removal of elevated objects ...
Enhanced Autocorrelation-Based Algorithms for Filtering Airborne Lidar Data over Urban Areas
Publisher: American Society of Civil Engineers
CorDet: Corner-Aware 3D Object Detection Networks for Automated Scan-to-BIM
Publisher: ASCE
Abstract: The use of automatic building information modeling (BIM) based on point cloud scans is in increasing demand in many engineering applications, such as construction progress monitoring, building renovation, project management, ...
Three-Dimensional Object Detection with Deep Neural Networks for Automatic As-Built Reconstruction
Publisher: ASCE
Abstract: Automatic three-dimensional (3D) as-built reconstruction for non-Manhattan structures and multiroom buildings remains an industrywide challenge due to complex building environments and high demands for generating volumetric ...