Fiona Collins

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

Noichl, F.; Collins, F. C.; Braun, A.; Borrmann, A.: Enhancing point cloud semantic segmentation in the data-scarce domain of industrial plants through synthetic data. Computer-Aided Civil and Infrastructure Engineering n/a (n/a), 2024, n/a-n/a mehr…

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…

Kirn, Hannes: Reconstruction of truncated instance point clouds with the help of generative models. Masterarbeit, 2024 mehr…
Singh, Binod: Graph-based Entity Alignment: Adapting SGAligner for Point Cloud to BIM Alignment. Masterarbeit, 2024 mehr…

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