2024
- From dense point clouds to semantic digital models: End-to-end AI-based automation procedure for Manhattan-world structures. Automation in Construction 162, 2024, 105392 more…
- 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 more…
2023
- 3D deep-learning-enhanced void-growing approach in creating geometric digital twins of buildings. Smart Infrastructure and Construction 176 (1), 2023, 24-40 more…
- Digitaler Zwilling Baustelle – Baustellenüberwachung zur automatisierten Zeit- und Kostenkontrolle. Bautechnik 100 (4), 2023, 190-197 more…
2022
- 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 more…
- Enriching geometric digital twins of buildings with small objects by fusing laser scanning and AI-based image recognition. Automation in Construction 140, 2022, 104375 more…
2021
- Recognition of temporary vertical objects in large point clouds of construction sites. Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction 174 (4), 2021, 134-149 more…
2020
- Improving progress monitoring by fusing point clouds, semantic data and computer vision. Automation in Construction 116 (116), 2020, 103210 more…
2019
- Combining inverse photogrammetry and BIM for automated labeling of construction site images for machine learning. Automation in Construction 106, 2019, 1-13 more…
2017
- Acquisition and Consecutive Registration of Photogrammetric Point Clouds for Construction Progress Monitoring Using a 4D BIM. PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science 85 (1), 2017, 3-15 more…
2015
- A concept for automated construction progress monitoring using BIM-based geometric constraints and photogrammetric point clouds. ITcon 20 (8), 2015, 68-79 more…