Scan2BIM-NET: Deep learning method for segmentation of point clouds for scan-to-BIM Y Perez-Perez, M Golparvar-Fard, K El-Rayes Journal of Construction Engineering and Management 147 (9), 04021107, 2021 | 61 | 2021 |
Segmentation of point clouds via joint semantic and geometric features for 3D modeling of the built environment Y Perez-Perez, M Golparvar-Fard, K El-Rayes Automation in Construction 125, 103584, 2021 | 50 | 2021 |
Semantic and geometric labeling for enhanced 3D point cloud segmentation Y Perez-Perez, M Golparvar-Fard, K El-Rayes Construction Research Congress 2016, 2542-2552, 2016 | 21 | 2016 |
Artificial neural network for semantic segmentation of built environments for automated Scan2BIM Y Perez-Perez, M Golparvar-Fard, K El-Rayes ASCE International Conference on Computing in Civil Engineering 2019, 97-104, 2019 | 10 | 2019 |
Semantic-rich 3D CAD models for built environments from point clouds: An end-to-end procedure Y Perez-Perez, M Golparvar-Fard, K El-Rayes Computing in Civil Engineering 2017, 166-174, 2017 | 8 | 2017 |
Convolutional neural network architecture for semantic labeling structural and mechanical elements Y Perez-Perez, M Golparvar-Fard, K El-Rayes Construction Research Congress 2020, 1336-1345, 2020 | 5 | 2020 |
Automatic 3D modeling of structural and mechanical components from point clouds Y Perez-Perez, M Golparvar-Fard, K El-Rayes Construction Research Congress 2018, 501-511, 2018 | 4 | 2018 |