Publications
2026
WACVPOSTER
DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition
J. Strohmayer, R. Sterzinger, M. Wödlinger, M. Kampel
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
@InProceedings{Strohmayer_2026_WACV,
author = {Strohmayer, Julian and Sterzinger, Rafael and Wödlinger, Matthias and Kampel, Martin},
title = {Datta: Domain-adversarial test-time adaptation for cross-domain wifi-based human activity recognition},
booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
month = {January},
year = {2026}
}
2025
ICDARPOSTER
Few-Shot Segmentation of Historical Maps via Linear Probing of Vision Foundation Models
R. Sterzinger, M. Peer, R. Sablatnig
International Conference on Document Analysis and Recognition (ICDAR)
@inproceedings{sterzinger2025fewshotmaps,
title={Few-Shot Segmentation of Historical Maps via Linear Probing of Vision Foundation Models},
author={Sterzinger, Rafael and Peer, Marco and Sablatnig, Robert},
booktitle={Document Analysis and Recognition -- ICDAR 2025},
pages={425--442},
year={2025},
publisher={Springer Nature Switzerland},
address={Cham},
doi={10.1007/978-3-031-78198-8_26},
url={https://arxiv.org/abs/2506.21826}
}
2024
ACPRPOSTER
Few-Shot Connectivity-Aware Text Line Segmentation in Historical Documents
R. Sterzinger, T. Lin, R. Sablatnig
Asian Conference on Pattern Recognition (ACPR)
@inproceedings{sterzinger2025fewshot,
title={Few-Shot Connectivity-Aware Text Line Segmentation in Historical Documents},
author={Sterzinger, Rafael and Lin, Tingyu and Sablatnig, Robert},
booktitle={Pattern Recognition and Computer Vision: 8th Asian Conference on Pattern Recognition, ACPR 2025, Gold Coast, QLD, Australia, November 10--13, 2025, Proceedings, Part I},
pages={116--130},
year={2025},
publisher={Springer}
}
ICDARPOSTER
Drawing the Line: Deep Segmentation for Extracting Art from Ancient Etruscan Mirrors
R. Sterzinger, S. Brenner, R. Sablatnig
International Conference on Document Analysis and Recognition (ICDAR)
@inbook{Sterzinger2024,
title = {Drawing the Line: Deep Segmentation for Extracting Art from Ancient Etruscan Mirrors},
ISBN = {9783031705434},
ISSN = {1611-3349},
url = {http://dx.doi.org/10.1007/978-3-031-70543-4_3},
DOI = {10.1007/978-3-031-70543-4_3},
booktitle = {Document Analysis and Recognition - ICDAR 2024},
publisher = {Springer Nature Switzerland},
author = {Sterzinger, Rafael and Brenner, Simon and Sablatnig, Robert},
year = {2024},
pages = {39–56}
}
ICIPORAL
Through-Wall Imaging Based On WiFi Channel State Information
J. Strohmayer, R. Sterzinger, C. Stippel, M. Kampel
IEEE International Conference on Image Processing (ICIP)
@INPROCEEDINGS{Strohmayer2024ThroughWall,
author={Strohmayer, Julian and Sterzinger, Rafael and Stippel, Christian and Kampel, Martin},
booktitle={2024 IEEE International Conference on Image Processing (ICIP)},
title={Through-Wall Imaging Based On WiFi Channel State Information},
year={2024},
pages={4000-4006},
doi={10.1109/ICIP51287.2024.10647775}
}
ICMLAPOSTER
Exploring Machine Learning for Faster Mapping and Scheduling of Automotive Applications on ADAS Platforms
R. Sterzinger, W. Koch, R. Hoch
International Conference on Machine Learning and Applications (ICMLA)
@inproceedings{sterzinger2024exploring,
title={Exploring Machine Learning for Faster Mapping and Scheduling of Automotive Applications on ADAS Platforms},
author={Sterzinger, Rafael and Koch, Wolfgang and Hoch, Ralph},
booktitle={2024 International Conference on Machine Learning and Applications (ICMLA)},
pages={851--855},
year={2024},
publisher={IEEE},
doi={10.1109/ICMLA61862.2024.00123}
}
ICPRPOSTER
Fusing Forces: Deep-Human-Guided Refinement of Segmentation Masks
R. Sterzinger, C. Stippel, R. Sablatnig
International Conference on Pattern Recognition (ICPR)
@inproceedings{sterzinger2024fusing,
title={Fusing Forces: Deep-Human-Guided Refinement of Segmentation Masks},
author={Sterzinger, Rafael and Stippel, Christian and Sablatnig, Robert},
booktitle={Proceedings of the 27th International Conference on Pattern Recognition (ICPR)},
year={2024},
doi={10.1007/978-3-031-78284-8_10},
url={https://arxiv.org/abs/2408.03304}
}
ICPSORAL
Online HVAC Optimization Under Comfort Constraints via Reinforcement Learning
C. Stippel, R. Sterzinger, D. Sengl, A. Bratukhin, M. Kobelrausch, S. Wilker, T. Sauter
IEEE International Conference on Industrial Informatics (ICPS)
@inproceedings{stippel2024online,
title={Online HVAC Optimization under Comfort Constraints via Reinforcement Learning},
author={Stippel, Christian and Sterzinger, Rafael and Sengl, David and Bratukhin, Aleksey and Kobelrausch, Markus D. and Wilker, Stefan and Sauter, Thilo},
booktitle={2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS)},
pages={1--6},
year={2024},
organization={IEEE},
doi={10.1109/ICPS59941.2024.10640003}
}
PERCOMORAL
Closing the Gap in Human Behavior Analysis: A Pipeline for Synthesizing Trimodal Data
C. Stippel, T. Heitzinger, R. Sterzinger, M. Kampel
IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)
@inproceedings{stippel2024closing,
title={Closing the Gap in Human Behavior Analysis: A Pipeline for Synthesizing Trimodal Data},
author={Stippel, Christian and Heitzinger, Thomas and Sterzinger, Rafael and Kampel, Martin},
booktitle={2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)},
pages={793--798},
year={2024},
organization={IEEE},
doi={10.1109/PerComWorkshops59983.2024.10503351}
}
2023
ÖAGMORAL
From RGB to Depth and Thermal: Mapping Between Modalities to Alleviate Data Scarcity
C. Stippel, T. Heitzinger, R. Sterzinger, M. Kampel
Workshop of the Austrian Association for Pattern Recognition (AAPR Workshop)
ISGTORAL
Learning to Predict Security Constraints for Large-Scale Unit Commitment Problems
R. Sterzinger, J. Poland, M. B. Paulus, D. Chételat
IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT EUROPE)
@inproceedings{sterzinger2023learning,
author={Sterzinger, Rafael and Poland, Jan and Paulus, Max B. and Chételat, Didier},
booktitle={2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
title={Learning to Predict Security Constraints for Large-Scale Unit Commitment Problems},
year={2023},
pages={1-5},
doi={10.1109/ISGTEUROPE56780.2023.10407444},
publisher={IEEE}
}










