Concepedia

Fiona C. Collins

FC

Statistics

Publications

3

Citations

78

H-Index

3

Active since

2021

Affiliations

Technical University of Munich(Current)

Fiona C. Collins is an author at Technical University of Munich specializing in computer vision, graph-based learning, and deep learning.

Publications per year

2021–2024

3

Publications

3

Enhancing point cloud semantic segmentation in the data‐scarce domain of industrial plants through synthetic data

Florian Noichl, Fiona C. Collins, Alexander Braun et al. · Computer-Aided Civil and Infrastructure Engineering · 2024 · 37 citations · Full text

Computing, Computer Science, 3D Modeling +15

Assessing IFC classes with means of geometric deep learning on different graph encodings

Fiona C. Collins, Alexander Braun, Martin Ringsquandl et al. · Computing in construction · 2021 · 24 citations · Full text

Computing, Building Science, Computer Science +17

Shape encoding for semantic healing of design models and knowledge transfer to scan-to-BIM

Fiona C. Collins, Martin Ringsquandl, Alexander Braun et al. · Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction · 2022 · 17 citations · Full text

Architecture, Construction Management, 3D Modeling +16

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