Elena Vollmer

Karlsruhe Institute of Technology — Germany

Engineering · Physical Sciences

4h-index46citations11works3.32yr avg
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Research Topics

Infrared Target Detection Methodologies(4), Remote-Sensing Image Classification(3), 3D Surveying and Cultural Heritage(3), Thermography and Photoacoustic Techniques(3), Advanced Neural Network Applications(2)

Publications11 total

Exploring Federated Learning for Thermal Urban Feature Segmentation -- A Comparison of Centralized and Decentralized Approaches
arXiv (Cornell University)·2025Open Access
Leak detection using thermal imagery: Deep learning versus traditional computer vision state-of-the-art
ISPRS Journal of Photogrammetry and Remote Sensing·2025· 4 citedOpen Access
Enhancing UAS-Based Multispectral Semantic Segmentation Through Feature Engineering
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025· 6 citedOpen Access
Exploring Federated Learning for Thermal Urban Feature Segmentation - A Comparison of Centralized and Decentralized Approaches
Lecture notes in computer science·2025
Detecting district heating leaks in thermal imagery: Comparison of anomaly detection methods
Automation in Construction·2024· 10 citedOpen Access
Finding District Heating Leakages in Thermal Imagery: A Comparison of Anomaly Detection Methods
SSRN Electronic Journal·2024Open Access
Automatic analysis of UAS-based thermal images to detect leakages in district heating systems
International Journal of Remote Sensing·2023· 9 cited
Investigating the Quality of UAV-Based Images for the Thermographic Analysis of Buildings
Remote Sensing·2023· 15 citedOpen Access
Aerial and Terrestrial Thermal Images of German Multi-Family Buildings
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
Aerial and Terrestrial Thermal Images of German Multi-Family Buildings
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
Comparison of building thermography approaches using terrestrial and aerial thermographic images
IOP Conference Series Earth and Environmental Science·2022· 2 citedOpen Access

Frequent Co-authors

Rebekka Volk(11), Frank Schultmann(9), Zoe Mayer(4), Andres Epperlein(4), Julian Ruck(3), Mishal Benz(3), Leon Klug(3), Markus Götz(3), Leonhard Duda(2), Khadijeh Alibabaei(2), В. Козлов(2), Lisana Berberi(2), Juan Pedro Gutiérrez Hermosillo Muriedas(2), Judith Sáinz-Pardo Díaz(2), Álvaro López García(2), Achim Streit(2), J. Kahn(1)