Fiona Collins

Multi-modal as-is acquisition and machine learning for dynamic monitoring of POIs during construction and operation of buildings

Collins, F.C.; Braun, A.; Borrmann, A.: Graph-based linking of point cloud and BIM elements for extended DT integration. Proc. of the 30th Int. Conference on Intelligent Computing in Engineering (EG-ICE), 2023 mehr…

Collins, F. C; Ringsquandl, M.; Braun, A.; Hall, D. M; Borrmann, A.: Shape encoding for semantic healing of design models and knowledge transfer to Scan-to-BIM. Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction 175 (4), 2022, 1-21 mehr…
Collins, F.; Pfitzner, F.; Schlenger, J.: Scalable construction monitoring for an as-performed progress documentation across time. Proceedings of 33. Forum Bauinformatik, 2022 mehr…
Collins, F.C.; Braun, A.; Borrmann, A.: Finding geometric and topological similarities in building elements for large-scale pose updates in Scan-vs-BIM. Proc. of the Int. Conf. on Computing in Civil and Building Engineering (ICCCBE), 2022 mehr…

Collins, F.; Braun, A.; Ringsquandl, M.; Hall, D.; Borrmann, A.: Assessing IFC classes with means of geometric deep learning on different graph encodings. Proc. of the 2021 European Conference on Computing in Construction, 2021 mehr…
Collins, F.; Mafipour, MS.; Noichl, F.; Pan, Y.; Vega Torres, M. A.: Towards applicable Scan-to-BIM and Scan-to-Floorplan: An end-to-end experiment. Proc. of the 32th Forum Bauinformatik, 2021 mehr…

Collins, F.: Encoding of geometric shapes from Building Information Modeling (BIM) using graph neural networks. , 2020 mehr…

Fuchs, J.: Continuous Monitoring of Construction Site Progress and Activities with LIDAR-Sensors. Bachelor's thesis, 2023 mehr…