Julian Strohmayer
Projektass. Dipl.-Ing. / BSc
Role
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PreDoc Researcher
Computer Vision, E193-01
Projects
Publications
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WiFi CSI-based Long-Range Person Localization Using Directional Antennas
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Strohmayer, J., & Kampel, M. (2024). WiFi CSI-based Long-Range Person Localization Using Directional Antennas. In The Second Tiny Papers Track at ICLR 2024, Tiny Papers @ ICLR 2024, Vienna, Austria, May 11, 2024. The Twelfth International Conference on Learning Representations (ICLR 2024), Wien, Austria.
Project: Blindsight (2023–2025) -
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 (2024–2025) -
Directional Antenna Systems for Long-Range Through-Wall Human Activity Recognition
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Strohmayer, J., & Kampel, M. (2024). Directional Antenna Systems for Long-Range Through-Wall Human Activity Recognition. In 2024 IEEE International Conference on Image Processing (ICIP) (pp. 3594–3599). https://doi.org/10.1109/ICIP51287.2024.10647666
Projects: Blindsight (2023–2025) / MAIJA (2024–2025) -
Data Augmentation Techniques for Cross-Domain WiFi CSI-Based Human Activity Recognition
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Strohmayer, J., & Kampel, M. (2024). Data Augmentation Techniques for Cross-Domain WiFi CSI-Based Human Activity Recognition. In Artificial Intelligence Applications and Innovations (pp. 42–56). https://doi.org/10.1007/978-3-031-63211-2_4
Projects: Blindsight (2023–2025) / MAIJA (2024–2025) -
Person-Centric Sensing in Indoor Environments
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Strohmayer, J., Lumetzberger, J., Heitzinger, T., & Kampel, M. (2024). Person-Centric Sensing in Indoor Environments. In J. C. Rodríguez-Quiñonez, W. Flores-Fuentes, M. J. Castro-Toscano, & O. Sergiyenko (Eds.), Scanning Technologies for Autonomous Systems (pp. 303–341). Springer. https://doi.org/10.1007/978-3-031-59531-8_11
Project: Blindsight (2023–2025) -
Domain-Adaptive Data Synthesis for Large-Scale Supermarket Product Recognition
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Strohmayer, J., & Kampel, M. (2023). Domain-Adaptive Data Synthesis for Large-Scale Supermarket Product Recognition. In Computer Analysis of Images and Patterns : 20th International Conference, CAIP 2023, Limassol, Cyprus, September 25–28, 2023, Proceedings, Part I (pp. 239–250). Springer. https://doi.org/10.1007/978-3-031-44237-7_23
Project: ecoshop (2020–2023) -
Blind Modalities for Human Activity Recognition
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Strohmayer, J., & Kampel, M. (2023). Blind Modalities for Human Activity Recognition. In Assistive Technology: Shaping a Sustainable and Inclusive World (pp. 89–96). IOS Press, Incorporated. https://doi.org/10.3233/SHTI230601
Project: visuAAL (2020–2026) -
Real-time Supermarket Product Recognition on Mobile Devices using Scalable Pipelines
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Strohmayer, J., & Kampel, M. (2023, February 17). Real-time Supermarket Product Recognition on Mobile Devices using Scalable Pipelines [Conference Presentation]. 26th Computer Vision Winter Workshop (CVWW) 2023, Krems an der Donau, Austria.
Project: ecoshop (2020–2023) -
WiFi CSI-Based Long-Range Through-Wall Human Activity Recognition with the ESP32
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Strohmayer, J., & Kampel, M. (2023). WiFi CSI-Based Long-Range Through-Wall Human Activity Recognition with the ESP32. In Computer Vision Systems (pp. 41–50). Springer. https://doi.org/10.1007/978-3-031-44137-0_4
Project: Blindsight (2023–2025) -
Real-Time Supermarket Product Recognition on Mobile Devices Using Scalable Pipelines
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Strohmayer, J., & Kampel, M. (2023). Real-Time Supermarket Product Recognition on Mobile Devices Using Scalable Pipelines. In Proceedings 2023 IEEE International Conference on Image Processing (ICIP) (pp. 420–424). https://doi.org/10.1109/ICIP49359.2023.10223137
Project: ecoshop (2020–2023) - A Compact Tri-Modal Camera Unit for RGBDT Vision / Strohmayer, J., & Kampel, M. (2022). A Compact Tri-Modal Camera Unit for RGBDT Vision. In 2022 the 5th International Conference on Machine Vision and Applications (ICMVA) (pp. 34–42). https://doi.org/10.1145/3523111.3523116
- Efficient Models for Real-Time Person Segmentation on Mobile Phones / Strohmayer, J., Knapp, J., & Kampel, M. (2021). Efficient Models for Real-Time Person Segmentation on Mobile Phones. In 2021 29th European Signal Processing Conference (EUSIPCO). 29th European Signal Processing Conference (EUSIPCO), Online, Unknown. https://doi.org/10.23919/eusipco54536.2021.9616237
- Data Synthesis for Large-scale Supermarket Product Recognition / Strohmayer, J., & Kampel, M. (2021). Data Synthesis for Large-scale Supermarket Product Recognition. In 2021 44th Austrian Association for Pattern Recognition (OAGM) Joint Austrian Computer Vision and Robotics Workshop (pp. 64–66). Verlag der TU Graz. http://hdl.handle.net/20.500.12708/55645
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Multi-modal fusion of depth and thermal images for human behavior modeling
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Strohmayer, J. (2020). Multi-modal fusion of depth and thermal images for human behavior modeling [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2020.66201
Download: PDF (6.62 MB) - Sdt: A Synthetic Multi-Modal Dataset For Person Detection And Pose Classification / Pramerdorfer, C., Strohmayer, J., & Kampel, M. (2020). Sdt: A Synthetic Multi-Modal Dataset For Person Detection And Pose Classification. In 2020 IEEE International Conference on Image Processing (ICIP). IEEE Signal Processing Society, Austria. IEEE. https://doi.org/10.1109/icip40778.2020.9191284