by arrangement
Mo-Fr 9:30am-11:30am
Mo-Th 1:00pm-3:30pm
My research and work focus on AI-based signal processing, multimodal learning and sensor fusion, new methods in radar sensor technology, and applications in scanning electron microscopy, nanoanalytics and technical cleanliness.
In my teaching, I cover the areas of engineering mathematics and physics, as well as courses in computer vision and machine learning, physical methods and advanced signal processing. The courses combine fundamental concepts with technical applications and practical problems.
In my research, I combine mathematical and physical modelling with experimental and data-driven methods. The aim is always to quantitatively capture and evaluate complex technical and scientific problems and to make the results usable for practical applications.
Meine komplette Publikations- und Patentliste findet sich bei Orcid und Research Gate.
Ausgewählte Publikationen:
1. M. Schneider, H. Mantz, T. Walter, M. Montoya-Capote, J. Berger, A. Reichel, N. Hollmach
Recognising wild animals on roads: multisensor systems for accident avoidance
Journal of Sensors and Sensor Systems, 2026.
DOI: 10.5194/jsss-15-27-2026
2. H. Mantz, P. Sampaio
AI in microscopy: shaping the future of imaging
Methods in Microscopy, 2025.
DOI: 10.1515/mim-2025-0020
3. M. Schneider, M. Badura, T. Walter, H. Mantz
Chirp Sequence Modulated Microwave Sensor for Precipitation Detection and Classification
IGARSS 2025 – IEEE International Geoscience and Remote Sensing Symposium, 2025.
DOI: 10.1109/igarss55030.2025.11243725
4. M. Schneider, B. Arendt, T. Walter, H. Mantz
Increasing the Reliability of GPR Detection of Buried Targets by Combination with Vegetation Indices
IGARSS 2024 – IEEE International Geoscience and Remote Sensing Symposium, 2024.
DOI: 10.1109/igarss53475.2024.10640618
5. T. Lavrenko, T. Gessler, T. Walter, H. Mantz, M. Schlick
Radar Based Detection and Classification of Vulnerable Road Users
Engineering Proceedings, 2021.
DOI: 10.3390/i3s2021dresden-10098
6. P. Rippl, J. Iberle, M. A. Mutschler, P. A. Scharf, H. Mantz, T. Walter
Analysis of pedestrian gait patterns using radar based Micro-Doppler Signatures for the protection of vulnerable road users
IEEE MTT-S International Conference on Microwaves for Intelligent Mobility, 2020.
DOI: 10.1109/icmim48759.2020.9299029
7. C. Erhart, S. Lutz, M. A. Mutschler, P. A. Scharf, T. Walter, H. Mantz, R. Weigel
Compact polarimetry for automotive applications
International Journal of Microwave and Wireless Technologies, 2019.
DOI: 10.1017/s1759078718001617
8. A. Kuehn, A. Graf, U. Wenzel, S. Princz, H. Mantz, M. Hessling
Development of a highly sensitive spectral camera for cartilage monitoring using fluorescence spectroscopy
Journal of Sensors and Sensor Systems, 2015.
DOI: 10.5194/jsss-4-289-2015
9. H. Mantz, K. Jacobs, K. Mecke
Utilizing Minkowski functionals for image analysis: a marching square algorithm
Journal of Statistical Mechanics: Theory and Experiment, 2008.
DOI: 10.1088/1742-5468/2008/12/p12015
10. J. Becker, G. Grün, R. Seemann, H. Mantz, K. Jacobs, K. R. Mecke, R. Blossey
Complex dewetting scenarios captured by thin-film models
Nature Materials, 2003.
DOI: 10.1038/nmat788