Publications
2026
WACV POSTER
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
ICDAR POSTER
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
ACPR POSTER
Few-Shot Connectivity-Aware Text Line Segmentation in Historical Documents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title={Few-Shot Connectivity-Aware Text Line Segmentation in Historical Documents},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}
}
ICDAR POSTER
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}
}
ICIP ORAL
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}
}
ICMLA POSTER
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}
}
ICPR POSTER
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}
}
ICPS ORAL
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}
}
PERCOM ORAL
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
ÖAGM ORAL
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)
ISGT ORAL
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}
}