Thomas Czerniawski

Semantic segmentation of point clouds of building interiors with deep learning: Augmenting training datasets with synthetic BIM-based point clouds

Jong‐Uk Won, Thomas Czerniawski, Fernanda Leite · Automation in Construction · 2020 · 192 citations

Point Clouds, Machine Vision, Image Analysis +8

6D DBSCAN-based segmentation of building point clouds for planar object classification

Thomas Czerniawski, Bharathwaj Sankaran, Mohammad Nahangi et al. · Automation in Construction · 2018 · 119 citations

Engineering, Point Cloud Processing, Computer-aided Design +16

Pipe spool recognition in cluttered point clouds using a curvature-based shape descriptor

Thomas Czerniawski, Mohammad Nahangi, Carl T. Haas et al. · Automation in Construction · 2016 · 88 citations

Geometric Modeling, Point Cloud, Machine Vision +14

Automated segmentation of RGB-D images into a comprehensive set of building components using deep learning

Thomas Czerniawski, Fernanda Leite · Advanced Engineering Informatics · 2020 · 66 citations

Scene Analysis, Machine Vision, Image Analysis +11

Automated building change detection with amodal completion of point clouds

Thomas Czerniawski, Jong‐Uk Won, Fernanda Leite · Automation in Construction · 2021 · 41 citations

Built Environment, Point Cloud, Machine Vision +10