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
4123.
Hensel, H.; Clemens, M.
Geometry Optimization of HVDC GIL Spacer by Deep Neural Network
25th International Conference on the Computation of Electromagnetic Fields (COMPUMAG 2025)
Naples, Italy
22.-26.06.2025
January 20254122.
Stroka, S.; Haussmann, N.; Kasolis, F.; Clemens, M.
Enhanced Low-Frequency Dosimetry Simulations with the Energy-Variation Maximum Entropy Snapshot Sampling
Volume Early Access,
25th International Conference on the Computation of Electromagnetic Fields (COMPUMAG 2025)
Naples, Italy
22.-26.06.2025
January 20254121.
Clemens, M.; Henkel, M.-L.; Günther, M.; Schöps, S.
Electromagneto-Quasistatic versus Full Maxwell Models for Low- and Middle Frequency Field Problems
12th International Conference on Computation in Electromagnetics (CEM 2025)
Bruges, Belgium
08.-11.04.2025
January 20254120.
Clemens, M.; Henkel, M.-L.; Günther, M.
Structural Aspects of Electromagneto-Quasistatic Field Formulations of Darwin-Type Derived in the Port-Hamiltonian System Framework
IEEE Transactions on Magnetics, 61 :1-4
January 20254119.
Chandra Prabhu, Arjith; Grzyb, Janusz; Andree, Marcel; Rücker, Holger; Pfeiffer, Ullrich R.
A 206–220-GHz Compact Fundamental Oscillator With up to 7-dBm Output Power and 7.4% Peak DC-to-RF Efficiency in a 130-nm SiGe Technology
IEEE Microwave and Wireless Technology Letters, 35 (5) :573-576
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Kähne, B.; Clemens, M.
A GPU Accelerated Semi-Implicit Method for Large-Scale Nonlinear Eddy-Current Problems Using Adap-tive Time Step Control
IEEE Transactions on Magnetics, 61 :1-4
January 20254117.
Matteazzi, Andrea; Colling, Pascal; Arnold, Michael; Tutsch, Dietmar
A Preprocessing and Postprocessing Method for LiDAR Semantic Segmentation in Long Distance
Neural Information Processing, Page 288-304
Publisher: Springer Nature Singapore, Singapore
2025ISBN: 978-981-96-6969-1
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Peters, Jannik; Waubert-de-Puiseau, Constantin; Tercan, Hasan; Gopikrishnan, Arya; Carvalho, Gustavo Adolpho Lucas; Bitter, Christian; Meisen, Tobias
A Survey on Emergent Language
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Araujo, Juliano B.; Nolte, Annalisa; Berg, Holger; Dittrich, Monika; Greiff, Kathrin; Plociennik, Christiane; Pomp, André; Viere, Tobias
A Typology for Circular Economy Data
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2025
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Königsfeld, Antonin; Bergmann, Dirk; Wunn, Alexander; Tybussek, Kai-Henning; Karbasi, Mahdie; Heim, Mavin; Tercan, Hasan; Meisen, Tobias
AI-driven Configuration for Filling Systems using Generative Adversarial Networks
Procedia CIRP, 134 :921—926
2025
ISSN: 221282714113.
Waubert-de-Puiseau, Constantin; Wolz, Fabian; Montag, Merlin; Peters, Jannik; Tercan, Hasan; Meisen, Tobias; Puiseau, Constantin
Applying Decision Transformers to Enhance Neural Local Search on the Job Shop Scheduling Problem
AI, 6 (3) :48
2025
ISSN: 2673-26884112.
Stillger, Felix; Hasecke, Frederik; Hahn, Lukas; Meisen, Tobias
Beyond Labels: Self-Attention-Driven Semantic Separation Using Principal Component Clustering in Latent Diffusion Models
Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Page 68—80
Publisher: SCITEPRESS - Science and Technology Publications
2025ISBN: 978-989-758-728-3
4111.
Kube, David; Hadwiger, Simon; Meisen, Tobias
Beyond performance: Explaining generalisation failures of Robotic Foundation Models in industrial simulation
Biomimetic Intelligence and Robotics, 5 (4) :100249
2025
ISSN: 266737974110.
Yadav, Harsh; Schaefer, Maximilian; Zhao, Kun; Meisen, Tobias
CASPFormer: Trajectory Prediction from BEV Images with Deformable Attention
2025ISBN: 978-3-031-78446-0
4109.
Dehghani, Shahrzad; Knoth, Christopher; Eskandari, Shaghayegh; Buchmüller, Maximilian; Meisen, Tobias; Görrn, Patrick
Data-Driven Inverse Design of Hybrid Waveguide Gratings Using Reflection Spectra via Tandem Networks and Conditional VAEs
Optics, 6 (4) :61
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Brune, Marvin; Puiseau, Constantin Waubert de; Tercan, Hasan; Meisen, Tobias
Deep reinforcement learning for assembly robot end effector scheduling
Procedia CIRP, 134 :927—932
2025
ISSN: 221282714107.
Hütten, Nils; Hölken, Florian; Tercan, Hasan; Meisen, Tobias
Detection Transformers Under the Knife: A Neuroscience-Inspired Approach to Ablations
20254106.
Hütten, Nils; Hölken, Florian; Tercan, Hasan; Meisen, Tobias
Detection Transformers Under the Knife: A Neuroscience-Inspired Approach to Ablations
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Meusener, Jan-Hendrik; Kollek, Kevin; Krabbe, Jan-Christoph; Kummert, Anton
Development of a Low-Cost Force Control System for a Cable-Driven Parallel Robot
2025 Fourth International Symposium on Instrumentation, Control, Artificial Intelligence, and Robotics (ICA-SYMP), Page 19-22
20254104.
Bohn, Christian; Kurbiel, Thomas; Friedrichs, Klaus; Tercan, Hasan; Meisen, Tobias
Efficient Inter-Task Attention for Multitask Transformer Models
In Taniguchi, Tadahiro and Leung, Chi Sing Andrew and Kozuno, Tadashi and Yoshimoto, Junichiro and Mahmud, Mufti and Doborjeh, Maryam and Doya, Kenji, Editor, Neural Information ProcessingVolume2754, Page 336—350
In Taniguchi, Tadahiro and Leung, Chi Sing Andrew and Kozuno, Tadashi and Yoshimoto, Junichiro and Mahmud, Mufti and Doborjeh, Maryam and Doya, Kenji, Editor
Publisher: Springer and Springer Nature Singapore, Singapore
20254103.
Alves Gomes, Miguel; Meisen, Philipp; Meisen, Tobias
Efficient Personalization in E-Commerce: Leveraging Universal Customer Representations with Embeddings
Journal of Theoretical and Applied Electronic Commerce Research (JTAER), 20 (1)
20254102.
Peters, Jannik; Puiseau, Constantin; Tercan, Hasan; Gopikrishnan, Arya; Carvalho, Gustavo Adolpho; Bitter, Christian; Meisen, Tobias
Emergent language: a survey and taxonomy
Autonomous Agents and Multi-Agent Systems, 39 (1) :18
2025
ISSN: 1573-74544101.
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
20254100.
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
4099.
Saini, Loveneet; Tercan, Hasan; Meisen, Tobias
Graph Query Networks for Object Detection with Automotive Radar
2025
