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:
- 2019
2823.
Meyes, Richard; Donauer, Johanna; Schmeing, Andre; Meisen, Tobias
A Recurrent Neural Network Architecture for Failure Prediction in Deep Drawing Sensory Time Series Data
Procedia Manufacturing, 34 :789—797
2019
ISSN: 2351-97892822.
Barta, Max; Farooghi, Dena; Tutsch, Dietmar
A System for User Centered Classification and Ranking of Points of Interest using Data Mining in Geographical Data Sets
10th International Conference on Applied Human Factors and Ergonomics (AHFE 2019) -- Advances in Artificial Intelligence, Software and Systems Engineering, Washington D.C., USA, Page 571--579
Publisher: Springer-Verlag
20192821.
Barta, Max; Farooghi, Dena; Tutsch, Dietmar
A System for User Centered Classification and Ranking of Points of Interest using Data Mining in Geographical Data Sets
10th International Conference on Applied Human Factors and Ergonomics (AHFE 2019) -- Advances in Artificial Intelligence, Software and Systems Engineering, Washington D.C., USA, Page 571--579
Publisher: Springer-Verlag
July 20192820.
Barta, Max; Farooghi, Dena; Tutsch, Dietmar
A System for User Centered Classification and Ranking of Points of Interest using Data Mining in Geographical Data Sets
10th International Conference on Applied Human Factors and Ergonomics (AHFE 2019) -- Advances in Artificial Intelligence, Software and Systems Engineering, Washington D.C., USA, Page 571--579
Publisher: Springer-Verlag
July 20192819.
Barta, Max; Farooghi, Dena; Tutsch, Dietmar
A System for User Centered Classification and Ranking of Points of Interest using Data Mining in Geographical Data Sets
10th International Conference on Applied Human Factors and Ergonomics (AHFE 2019) -- Advances in Artificial Intelligence, Software and Systems Engineering, Washington D.C., USA, Page 571--579
Publisher: Springer-Verlag
July 20192818.
Meyes, Richard; Lu, Melanie; Waubert-de-Puiseau, Constantin; Meisen, Tobias
Ablation Studies in Artificial Neural Networks
arXiv arXiv:1901.08644
20192817.
Meyes, Richard; Lu, Melanie; Waubert-de-Puiseau, Constantin; Meisen, Tobias
Ablation Studies in Artificial Neural Networks
arXiv arXiv:1901.08644
20192816.
Meyes, Richard; Lu, Melanie; Waubert-de-Puiseau, Constantin; Meisen, Tobias
Ablation Studies in Artificial Neural Networks
arXiv arXiv:1901.08644
20192815.
Meyes, Richard; Lu, Melanie; Waubert-de-Puiseau, Constantin; Meisen, Tobias
Ablation Studies in Artificial Neural Networks
arXiv arXiv:1901.08644
20192814.
Meyes, Richard; Lu, Melanie; Waubert-de-Puiseau, Constantin; Meisen, Tobias
Ablation Studies in Artificial Neural Networks
arXiv arXiv:1901.08644
20192813.
Meyes, Richard; Lu, Melanie; Waubert-de-Puiseau, Constantin; Meisen, Tobias
Ablation Studies to Uncover Structure of Learned Representations in Artificial Neural Networks
Proceedings of the 2019 International Conference on Artificial Intelligence (ICAI)
20192812.
Meyes, Richard; Lu, Melanie; Waubert-de-Puiseau, Constantin; Meisen, Tobias
Ablation Studies to Uncover Structure of Learned Representations in Artificial Neural Networks
Proceedings of the 2019 International Conference on Artificial Intelligence (ICAI)
20192811.
Meyes, Richard; Lu, Melanie; Waubert-de-Puiseau, Constantin; Meisen, Tobias
Ablation Studies to Uncover Structure of Learned Representations in Artificial Neural Networks
Proceedings of the 2019 International Conference on Artificial Intelligence (ICAI)
20192810.
Meyes, Richard; Lu, Melanie; Waubert-de-Puiseau, Constantin; Meisen, Tobias
Ablation Studies to Uncover Structure of Learned Representations in Artificial Neural Networks
Proceedings of the 2019 International Conference on Artificial Intelligence (ICAI)
20192809.
Ferreira, João; Callou, Gustavo; Josua, Albert; Tutsch, Dietmar; Maciel, Paulo
An Artificial Neural Network Approach to Forecast the Environmental Impact of Data Centers
Information :10(3), 113; doi: 10.3390/info10030113
2019
Publisher: MDPI2808.
Callou, Gustavo; Josua, Albert; Tutsch, Dietmar; Maciel, Paulo
An Artificial Neural Network Approach to Forecast the Environmental Impact of Data Centers
Information, Page 10(3), 113; doi: 10.3390/info10030113
Publisher: MDPI
20192807.
Ferreira, João; Callou, Gustavo; Josua, Albert; Tutsch, Dietmar; Maciel, Paulo
An Artificial Neural Network Approach to Forecast the Environmental Impact of Data Centers
Information, 10 (3) :113ff
2019
Publisher: MDPI2806.
Callou, Gustavo; Josua, Albert; Tutsch, Dietmar; Maciel, Paulo
An Artificial Neural Network Approach to Forecast the Environmental Impact of Data Centers
Information, Page 10(3), 113; doi: 10.3390/info10030113
Publisher: MDPI
20192805.
Kasolis, F.; Clemens, M.
An Entropy-Based Sampling Framework for Reducing Large-Scale Nonlinear Field Problems in the Electro-Quasistatic Limit
Nineteenth Biennial IEEE Conference on Electromagnetic Field Computation (CEFC 2020), 18.-22.04.2020, Pisa, Italy. One page digest, accepted
20192804.
Meyes, Richard; Tercan, Hasan; Meisen, Tobias
Artificial Intelligence in Automotive Production
Mobility in a Globalised World 2018, 22 :308—324
20192803.
Meyes, Richard; Tercan, Hasan; Meisen, Tobias
Artificial Intelligence in Automotive Production
Mobility in a Globalised World 2018, 22 :308—324
20192802.
Meyes, Richard; Tercan, Hasan; Meisen, Tobias
Artificial Intelligence in Automotive Production
Mobility in a Globalised World 2018, 22 :308—324
20192801.
Meyes, Richard; Tercan, Hasan; Meisen, Tobias
Artificial Intelligence in Automotive Production
Mobility in a Globalised World 2018, 22 :308—324
20192800.
Meyes, Richard; Tercan, Hasan; Meisen, Tobias
Artificial Intelligence in Automotive Production
Mobility in a Globalised World 2018, 22 :308—324
20192799.
Wagner, D.; Kalischewski, K.; Tilgner, S.; Velten, J.; Kummert, A.
Automatic Labeling of Industrial Images by using Generative Adversarial Networks
2019 IEEE International Symposium on Circuits and Systems (ISCAS), Page 1-5
2019