Thomas Czerniawski

Czerniawski, T., Ma, J. W., Leite, F. (2021). Automated building change detection with amodal completion of point clouds. Automation in Construction, 124, 103568, https://doi.org/10.1016/j.autcon.2021.103568.

Czerniawski, T., & Leite, F. (2020). Automated segmentation of RGB-D images into a comprehensive set of building components using deep learning. Advanced Engineering Informatics, 45, 101131, https://doi.org/10.1016/j.aei.2020.101131

Czerniawski, T., Leite, F. (2020) Automated digital modeling of existing buildings: A review of visual object recognition methods. Automation in Construction, 113, 103131, ISSN 0926-5805, https://doi.org/10.1016/j.autcon.2020.103131.

Czerniawski, T., Sankaran, B., Nahangi, M., Haas, C., Leite, F. (2018) 6D DBSCAN-based segmentation of building point clouds for planar object classification. Automation in Construction, Volume 88, April 2018, Pages 44-58, ISSN 0926-5805, https://doi.org/10.1016/j.autcon.2017.12.029.

Czerniawski T., Leite F. (2018). “3DFacilities: Annotated 3D Reconstructions of Building Facilities”. In: Smith I., Domer B. (eds) Advanced Computing Strategies for Engineering. EG-ICE 2018. Lecture Notes in Computer Science, vol 10863. Springer, Cham, https://doi.org/10.1007/978-3-319-91635-4_10

Czerniawski, T., Nahangi, M., Haas, C., & Walbridge, S. (2016). Pipe spool recognition in cluttered point clouds using a curvature-based shape descriptor. Automation in Construction, Volume 71, Part 2, 2016, Pages 346-358, ISSN 0926-5805, https://doi.org/10.1016/j.autcon.2016.08.011.

Ma, J. W., Czerniawski, T., Leite, F. (2020) Semantic Segmentation of Point Clouds of Building Interiors with Deep Learning: Augmenting Training Datasets with Synthetic BIM-based Point Clouds, Automation in Construction, 113, 103144, https://doi.org/10.1016/j.autcon.2020.103144.

Nahangi, M., Czerniawski, T., Haas, C., & Walbridge, S. (2019). Pipe radius estimation using Kinect range cameras. Automation in Construction, Volume 99, March 2019, Pages 197-205, https://doi.org/10.1016/j.autcon.2018.12.015

Nahangi, M., Czerniawski, T., Haas, C., Walbridge, S., & West, J. (2015). Parallel systems and structural frames realignment planning and actuation strategy. Journal of Computing in Civil Engineering, 04015067. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000545