Elena Vollmer, M. Sc.
- IIP
- group: Project and resource management of the built environment
- office hours: by appointment only
- room: 111
Campus West 06.33 - phone: +49 721 608-44503
- elena vollmer ∂does-not-exist.kit edu
Research
- automation in the areas of image analysis and anomaly detection
- image processing via computer vision algorithms and AI
- monitoring energy systems such as district heating networks
- UAS-based thermal image acquisition
- automatic georeferencing and orthomosaic generation
| Titel | type | Date |
|---|---|---|
| Automatic analysis of real-world data: Implementing computer vision algorithms to find a suitable anomaly detection method for leakage identification | bachelor / master thesis | unavailable |
| Analyzing and evaluating anomaly detection methods for thermal leakage identification in district heating systems | bachelor thesis | unavailable |
| Developing an active learning (ML) model to annotate thermal anomalies for district heating monitoring | bachelor / master thesis | unavailable |
| title | contact | startdate | enddate |
|---|---|---|---|
| AI4EOSC - AI for the European Open Science Cloud | 09/2022 |
08/2025 |
|
| THINKTANK HolisCon - Feasibility study for holistic concrete recycling – requirements, analysis of potentials, and recommended action | 01/2022 |
12/2022 |
Publications
Automatic analysis of UAS-based thermal images to detect leakages in district heating systems: Source code and exemplary dataset
Vollmer, E.; Volk, R.; Vogl, M.
2023, November 13. doi:10.5281/zenodo.7851725
Vollmer, E.; Volk, R.; Vogl, M.
2023, November 13. doi:10.5281/zenodo.7851725
Automatic analysis of UAS-based thermal images to detect leakages in district heating systems
Vollmer, E.; Volk, R.; Schultmann, F.
2023. International Journal of Remote Sensing, 31 S. doi:10.1080/01431161.2023.2242586
Vollmer, E.; Volk, R.; Schultmann, F.
2023. International Journal of Remote Sensing, 31 S. doi:10.1080/01431161.2023.2242586
Ergebnisse einer Machbarkeitsstudie für ganzheitliches Betonrecycling
Bruckschlögl, S.; Beuchle, G.; Vollmer, E.; Patarca, H. Petrillo; Volk, R.; Schultmann, F.; Dehn, F.
2023. Bauen mit Beton im Kreislauf - Recycling, Re-Use und Ressourcenschonung : 19. Symposium Baustoffe und Bauwerkserhaltung, Karlsruher Institut für Technologie (KIT), 9. März 2023, 21–36, KIT Scientific Publishing
Bruckschlögl, S.; Beuchle, G.; Vollmer, E.; Patarca, H. Petrillo; Volk, R.; Schultmann, F.; Dehn, F.
2023. Bauen mit Beton im Kreislauf - Recycling, Re-Use und Ressourcenschonung : 19. Symposium Baustoffe und Bauwerkserhaltung, Karlsruher Institut für Technologie (KIT), 9. März 2023, 21–36, KIT Scientific Publishing
Investigating the Quality of UAV-Based Images for the Thermographic Analysis of Buildings
Mayer, Z.; Epperlein, A.; Vollmer, E.; Volk, R.; Schultmann, F.
2023. Remote Sensing, 15 (2), Art.-Nr.: 301. doi:10.3390/rs15020301
Mayer, Z.; Epperlein, A.; Vollmer, E.; Volk, R.; Schultmann, F.
2023. Remote Sensing, 15 (2), Art.-Nr.: 301. doi:10.3390/rs15020301