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Yeritza Perez-Perez
Yeritza Perez-Perez
Verified email at illinois.edu
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Year
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
522021
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
452021
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
212016
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
102019
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
82017
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
52020
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
42018
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