Terahertz-Light Field Camera Prototyp
Light-field cameras record both the brightness and direction of the incident light rays. This spatiodirectional information can be post-processed for a dynamic focal point adjustment and 3-D imaging. Light-field has traditionally been a domain of visible light computational imaging. Our chair is leading the development of light-field methodologies for the THz spectrum, bringing new foundational understanding and hardware capabilities for bridging the terahertz gap.
Currently, we are building the first ever THz light-field camera prototype - which consists of a 3x3 super-array of lens coupled 1k-pixel THz CMOS cameras - in a single package. The CMOS camera chip is presented in the International Solid-State Circuits Conference (ISSCC) 2021. The figure shows the prototype of the light field array. The prototype serves as the hardware platform for the development of light-field based real-time THz 3-D imaging techniques.
Preliminary work:
- 2025
4102.
Debus, Sarah-Lena; Malerczyk, Jessica; Kolonko, Lech; Lauricella-Giglia, Giuseppina; Belkheir, Daniya; Cekici, Ibrahim; Thomas, Kolja; Velten, Jörg; Kummert, Anton
Empowering the Future Workforce: Enhancing Student Participation and Securing Skilled Professionals through Extracurricular STEM Courses
2025 IEEE International Symposium on Circuits and Systems (ISCAS), Page 1-5
20254101.
Iravani, Elham; Hasecke, Frederik; Hahn, Lukas; Meisen, Tobias
Enhancing 3D Human Pose Estimation: A Novel Post-Processing Method
Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Page 209—220
Publisher: SCITEPRESS - Science and Technology Publications
2025ISBN: 978-989-758-728-3
4100.
Saini, Loveneet; Tercan, Hasan; Meisen, Tobias
Graph Query Networks for Object Detection with Automotive Radar
20254099.
Hubbertz, Michael; Colling, Pascal; Han, Qi; Meisen, Tobias
Inferring Driving Maps by Deep Learning-based Trail Map Extraction
20254098.
Ma, Zhipeng; Bahja, Ali Rida; Burgdorf, Andreas; Pomp, André; Meisen, Tobias; Jørgensen, Bo Nørregaard; Ma, Zheng Grace
Multi-Agent Multimodal Large Language Model Framework for Automated Interpretation of Fuel Efficiency Analytics in Public Transportation
Applied Sciences, 15 (21) :11619
2025
Publisher: arXiv4097.
Hensel, H.; Clemens, M.
Numerical simulation of oin-drift-diffusion models for alternative gases for SF6
24th International Symposium on High Voltage Engineering
Karuizawa, Japan
24.-29.08.2025
20254096.
Hahn, Yannik; Voets, Jan; Königsfeld, Antonin; Tercan, Hasan; Meisen, Tobias
Out of Distribution Detection for Efficient Continual Learning in Quality Prediction for Arc Welding
In Cha, Meeyoung and Park, Chanyoung and Park, Noseong and Yang, Carl and Basu Roy, Senjuti and Li, Jessie and Kamps, Jaap and Shin, Kijung and Hooi, Bryan and He, Lifang, Editor, Proceedings of the 34th ACM International Conference on Information and Knowledge Management, Page 5699—5706
In Cha, Meeyoung and Park, Chanyoung and Park, Noseong and Yang, Carl and Basu Roy, Senjuti and Li, Jessie and Kamps, Jaap and Shin, Kijung and Hooi, Bryan and He, Lifang, Editor
Publisher: ACM, New York, NY, USA
2025ISBN: 9798400720406
4095.
Maack, Robert; Thun, Lars; Liang, Thomas; Tercan, Hasan; Meisen, Tobias
PCAD: A Real-World Dataset for 6D Pose Industrial Anomaly Detection
Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops, Page 1132—1141
20254094.
Ernst, David M.; Vogt, Joachim; Bau, Michael; Mues, Malte
Polynomial modelling of high-quality yet incomplete rare earth element data sets and a holistic assessment of REE anomalies
Scientific Reports, 15 (1)
February 2025
Publisher: Springer Science and Business Media LLC
ISSN: 2045-23224093.
Ernst, David M.; Vogt, Joachim; Bau, Michael; Mues, Malte
Polynomial modelling of high-quality yet incomplete rare earth element data sets and a holistic assessment of REE anomalies
Scientific Reports, 15 (1)
February 2025
Publisher: Springer Science and Business Media LLC
ISSN: 2045-23224092.
Chandorkar, Adwait; Tercan, Hasan; Meisen, Tobias
Rethinking Backbone Design for Lightweight 3D Object Detection in LiDAR
20254091.
Hölken, Florian; Paulus, Alexander; Meisen, Tobias; Pomp, André
Smart City Urban Heat Monitoring using a Solid-based Dataspace
The Third International Workshop on Semantics in Dataspaces, co-located with the Extended Semantic Web Conference
20254090.
Bohn, Christian; Freeman, Ido; Tercan, Hasan; Meisen, Tobias
Task Weighting Through Gradient Projection for Multitask Learning
In Mahmud, Mufti and Doborjeh, Maryam and Wong, Kevin and Leung, Andrew Chi Sing and Doborjeh, Zohreh and Tanveer, M. and Leung, Chi Sing, Editor, Neural Information ProcessingVolume2284fromCommunications in computer and information science, Page 317—331
In Mahmud, Mufti and Doborjeh, Maryam and Wong, Kevin and Leung, Andrew Chi Sing and Doborjeh, Zohreh and Tanveer, M. and Leung, Chi Sing, Editor
Publisher: Springer and Springer Nature Singapore, Singapore
2025ISBN: 978-981-96-6953-0
4089.
Chmielewski, Sebastian; Meisen, Tobias; Pomp, André
The Synergy of Large Language Models and Dataspaces: A Functional Exploration
The Third International Workshop on Semantics in Dataspaces, co-located with the Extended Semantic Web Conference
20254088.
Deich, Jakob; Loeb, Lukas; Meins-Becker, Anica; Meisen, Tobias; Pomp, André
Towards Connecting General DPP Ontology Frameworks with Domain-specific Information Sources
Knowledge Graphs for Sustainability (KG4S), Workshop Proceedings, CEUR\hbox-WS, Vol. 4002, Page 1—12
Publisher: https://2025.kg4s.org/content/files/2025/06/KG4S_2025_paper_3.pdf
20254087.
Deich, Jakob; Loeb, Lukas; Meins\hbox-Becker, Anica; Meisen, Tobias; Pomp, André
Towards Connecting General DPP Ontology Frameworks with Domain\hbox-specific Information Sources
Knowledge Graphs for Sustainability (KG4S), Workshop Proceedings, CEUR\hbox-WS, Vol. 4002, Page 1—12
Publisher: https://2025.kg4s.org/content/files/2025/06/KG4S_2025_paper_3.pdf
20254086.
Mues, Malte; Kraemer, Dennis; Ernst Styn, David M.
Using machine learning classifiers together with discrimination diagrams for validation of rock classification labels
Applied Computing and Geosciences, 28 :100288
December 2025
Publisher: Elsevier BV
ISSN: 2590-1974- 2024
4085.
Stroka, S.; Haussmann, N.; Clemens, M.
Towards Real-Time Dosimetry Simulations of Low-Frequency Magnetic Fields for Inductive Charging of Elec-tric Vehicles Using Advanced Surrogate Models
Problems of Electrical Power Engineering, Electrical Engineering and Electromechanics,
27th International Symposium SIEMA'2024
Kharkiv, Ukraine
24.-25.10.2024
November 2024ISBN: 978-617-05-0506-4
4084.
Tiemann, M.; Haussmann, N.; Stroka, S.; David, A.; Clemens, M.; Schmuelling, B.
Evaluation of Magnetic Field Exposure in Wireless Charging Systems for Autonomous Shuttles: Simulation vs. Real-World Measurements
2024 Third International Conference on Sustainable Mobility Applications, Renewables and Technology (SMART), Page 1-6
(Best Paper Award), Dubai, United Arab Emirates
November 20244083.
Dogan, Sinan
Aufzeichnung und Analyse der Realnutzung ausgewählter Elektrofahrzeuge mittels Datenlogger und angeschlossener Datenbank
Master-Thesis
November 20244082.
Qaadan, S.; Alshare, A.; Popp, A.; Schmuelling, B.
Prediction of Lithium-Ion Battery Health Using GRU-BPP
Batteries, 10, no. 11
November 20244081.
Schaefer, Simon; Kratz, Sascha; Soter, Stefan
Development of a drive unit for a medical breast pump
Healthcom
Nara, Japan
November 20244080.
Nachtigall, Valentina; Krug, Maximilian; Kracht, Frédéric; Mainka, Christian; Özcan, Fatih; Reichenberger, Sven; Renner, Gerrit; Siegmund, Daniel
Examining the Impact of Video Production Quality and Presenter Identity in Science Communication on Knowledge Acquisition and Attitude Change
:1—17
October 2024
Publisher: Routledge
ISSN: 2154-84554079.
Awadhiya, R.; Torres, F.; Clemens, M.
Introducing RaDense: A Radar Density Based Simulation Tool to Analyze Mutual Interference in FMCW Radars
2024 International Radar Symposium (IRS)
Wroclaw, Poland
02.-04.06.2024
October 20244078.
Martini, Josephine
Anwendung von Second-Life-Batterien im Kontext von Energiewende und Transformation des Mobilitätssektors - eine szenarienbasierte Prognose
Bachelor-Thesis
September 2024