Vanessa Wirth, M. Sc.
Hi! I am a PhD candidate at the chair of Visual Computing. News about my research can be found at: https://vwirth.github.io/
I work at the intersection of computer vision, computer graphics, and machine learning. My research interests are focused on the reconstruction of humans using novel sensor systems. Apart from theoretical research, I strive to apply my work to real-world scenarios, in particular medical applications.
I studied computer science at FAU Erlangen-Nürnberg and the IDSIA lab (Prof. Dr. Jürgen Schmidhuber) at USI in Lugano (Switzerland). My master thesis was supervised by Prof. Dr. Matthias Nießner at TU Munich.
2025
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Inverse Rendering of Near-Field mmWave MIMO Radar for Material Reconstruction
In: IEEE Journal of Microwaves (2025), p. 1-17
ISSN: 2692-8388
DOI: 10.1109/JMW.2025.3535077
URL: https://github.com/nihofm/inverse-radar-rendering
BibTeX: Download
2024
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A Radar-Based Concept for Simultaneous High-Resolution Imaging and Pixel-Wise Velocity Analysis for Tracking Human Motion
In: IEEE Journal of Microwaves 4 (2024), p. 639-652
ISSN: 2692-8388
DOI: 10.1109/JMW.2024.3453570
BibTeX: Download - , , , , :
An Efficient yet High-Performance Method for Precise Radar-Based Imaging of Human Hand Poses
21st European Radar Conference, EuRAD 2024 (Paris, September 25, 2024 - September 27, 2024)
In: 2024 21st European Radar Conference, EuRAD 2024 2024
DOI: 10.23919/EuRAD61604.2024.10734919
BibTeX: Download - , , , , , , :
Unobtrusive Gait Reconstructions using Radar-based Optimal Control Simulations
Asilomar Conference on Signals, Systems, and Computers
BibTeX: Download - , , , , , , :
Automatic Spatial Calibration of Near-Field MIMO Radar With Respect to Optical Depth Sensors
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (Abu Dhabi, October 14, 2024 - October 18, 2024)
DOI: 10.1109/IROS58592.2024.10801705
BibTeX: Download
2023
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A Realistic Radar Ray Tracing Simulator for Hand Pose Imaging
EuRAD 2023 (Berlin)
BibTeX: Download - , , , , , , :
An Ultra-Efficient Approach for High-Resolution MIMO Radar Imaging of Human Hand Poses
In: IEEE Transactions on Radar Systems (2023), p. 1-13
ISSN: 2832-7357
DOI: 10.1109/TRS.2023.3309574
BibTeX: Download - , , , , , , :
Achieving Efficient and Realistic Full-Radar Simulations and Automatic Data Annotation by Exploiting Ray Meta Data from a Radar Ray Tracing Simulator
2023 IEEE Radar Conference (RadarConf23) (2023 IEEE Radar Conference (RadarConf23). San Antonio, TX, US, June 21, 2023 - June 26, 2023)
In: Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) (Grant Number: 44241933) (ed.): IEEE Xplore 2023
DOI: 10.1109/RadarConf2351548.2023.10149641
BibTeX: Download - , , , , , , , , , , :
Markerless RGB-D Hand Pose Estimation for Activity Monitoring of Musculoskeletal Diseases
IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI’23) (Pittsburgh, USA, October 15, 2023 - October 18, 2023)
BibTeX: Download - , , , , , , , , , , :
ShaRPy: Shape Reconstruction and Hand Pose Estimation from RGB-D with Uncertainty
International Conference on Computer Vision (ICCV) Workshops (Paris, October 2, 2023 - October 6, 2023)
In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops 2023
Open Access: https://openaccess.thecvf.com/content/ICCV2023W/CVAMD/html/Wirth_ShaRPy_Shape_Reconstruction_and_Hand_Pose_Estimation_from_RGB-D_with_ICCVW_2023_paper.html
BibTeX: Download
2022
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Detection of Acute Psychosocial Stress from Body Movements using Machine Learning
79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, March 23, 2022 - March 26, 2022)
In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022
BibTeX: Download - , , , , , , , :
Effect of Acute Psychosocial Stress on Body Movements
79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, March 23, 2022 - March 26, 2022)
In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022
BibTeX: Download
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