Rafael Sterzinger
Univ.Ass. / BSc MSc ETH
Role
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PreDoc Researcher
Computer Vision, E193-01
Courses
2025W
- Computer Vision / 193.188 / VU
- Machine Learning for Visual Computing / 193.189 / VU
- Seminar in Visual Computing (Computer Vision) / 193.196 / SE
- Visual Computing / 193.197 / VU
Publications
- Few-Shot Segmentation of Historical Maps via Linear Probing of Vision Foundation Models / Sterzinger, R., Peer, M., & Sablatnig, R. (2025). Few-Shot Segmentation of Historical Maps via Linear Probing of Vision Foundation Models. In X.-C. Yin, D. Karatzas, & D. Lopresti (Eds.), Document Analysis and Recognition – ICDAR 2025 : 19th International Conference Wuhan, China, September 16–21, 2025 Proceedings, Part III (pp. 425–442). Springer. https://doi.org/10.1007/978-3-032-04624-6_25
- Exploring Machine Learning for Faster Mapping and Scheduling of Automotive Applications on ADAS Platforms / Sterzinger, R., Koch, W., & Hoch, R. (2025). Exploring Machine Learning for Faster Mapping and Scheduling of Automotive Applications on ADAS Platforms. In M. A. Wani, P. Angelov, F. Luo, M. O. Wu Xintao, R.-E. Precup, R. Ramezani, & X. Gu (Eds.), 2024 International Conference on Machine Learning and Applications (ICMLA) (pp. 851–855). IEEE. https://doi.org/10.1109/ICMLA61862.2024.00123
- Fusing Forces: Deep-Human-Guided Refinement of Segmentation Masks / Sterzinger, R., Stippel, C., & Sablatnig, R. (2025). Fusing Forces: Deep-Human-Guided Refinement of Segmentation Masks. In A. Antonacopoulos, S. Chaudhuri, R. Chellappa, Cl. Liu, S. Bhattacharya, & U. Pal (Eds.), Pattern Recognition (pp. 154–169). https://doi.org/10.1007/978-3-031-78198-8_11
- Online HVAC Optimization under Comfort Constraints via Reinforcement Learning / Stippel, C., Sterzinger, R., Sengl, D., Bratukhin, A., Kobelrausch, M. D., Wilker, S., & Sauter, T. (2024). Online HVAC Optimization under Comfort Constraints via Reinforcement Learning. In IEEE Xplore (Ed.), 2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS). IEEE. https://doi.org/10.1109/ICPS59941.2024.10640003
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Drawing the Line: Extracting Art from Ancient Etruscan Mirrors
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Sterzinger, R. (2024, February 15). Drawing the Line: Extracting Art from Ancient Etruscan Mirrors [Conference Presentation]. COMPUTER VISION WINTER WORKSHOP 2024, Slovenia.
Project: EtMirA (2021–2027) -
Through-Wall Imaging Based On WiFi Channel State Information
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Strohmayer, J., Sterzinger, R., Stippel, C., & Kampel, M. (2024). Through-Wall Imaging Based On WiFi Channel State Information. In 2024 IEEE International Conference on Image Processing (ICIP) (pp. 4000–4006). https://doi.org/10.1109/ICIP51287.2024.10647775
Projects: Blindsight (2023–2025) / MAIJA (2024–2026) -
Closing the Gap in Human Behavior Analysis: A Pipeline for Synthesizing Trimodal Data
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Stippel, C., Heitzinger, T., Sterzinger, R., & Kampel, M. (2024). Closing the Gap in Human Behavior Analysis: A Pipeline for Synthesizing Trimodal Data. In 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) (pp. 793–798). https://doi.org/10.1109/PerComWorkshops59983.2024.10503351
Project: KIIS (2021–2023) -
Drawing the Line: Deep Segmentation for Extracting Art from Ancient Etruscan Mirrors
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Sterzinger, R., Brenner, S., & Sablatnig, R. (2024). Drawing the Line: Deep Segmentation for Extracting Art from Ancient Etruscan Mirrors. In Document Analysis and Recognition - ICDAR 2024 (pp. 39–56). https://doi.org/10.1007/978-3-031-70543-4_3
Project: EtMirA (2021–2027)