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:
- 2023
3729.
Puiseau, Constantin; Zey, Lennart; Demir, Merve; Tercan, Hasan; Meisen, Tobias
On The Effectiveness Of Bottleneck Information For Solving Job Shop Scheduling Problems Using Deep Reinforcement Learning
Proceedings of the Conference on Production Systems and Logistics: CPSL 2023-2
20233728.
Lopez Paredes, Alvaro; Heredia Conde, Miguel
On the Formulation of Coded Demodulation and 3D Reconstruction in Rotating PB-ToF sensors
2023 31st European Signal Processing Conference (EUSIPCO), Page p.1943 - 1947
20233727.
Lopez Paredes, Alvaro; Heredia Conde, Miguel
On the Formulation of Coded Demodulation and 3D Reconstruction in Rotating PB-ToF Sensors
2023 31st European Signal Processing Conference (EUSIPCO), Page 1943-1947
Publisher: Helsinki, Finland
20233726.
Lopez Paredes, Alvaro; Heredia Conde, Miguel
On the Formulation of Coded Demodulation and 3D Reconstruction in Rotating PB-ToF Sensors
2023 31st European Signal Processing Conference (EUSIPCO), Page 1943-1947
20233725.
Lopez Paredes, Alvaro; Heredia Conde, Miguel
On the Formulation of Coded Demodulation and 3D Reconstruction in Rotating PB-ToF Sensors
2023 31st European Signal Processing Conference (EUSIPCO), Page 1943-1947
20233724.
Tercan, Hasan; Meisen, Tobias
Online Quality Prediction in Windshield Manufacturing using Data-Efficient Machine Learning
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data MiningfromKDD '23, Page 4914—4923
Publisher: Association for Computing Machinery, New York, NY, USA
2023ISBN: 9798400701030
3723.
Niewiadomski, Karol; Tutsch, Dietmar
Performance Evaluation of A New Multiplexer Design for Adaptive Logic
IEEE International Conference on Consumer Electronics (ICCE 2023), Las Vegas, USA, Page 1--6
Publisher: IEEE
January 20233722.
Lopez Paredes, Alvaro; Song, Qiang; Heredia Conde, Miguel
Performance Evaluation of State-of-the-Art High-Resolution Time-of-Flight Cameras
IEEE Sensors Journal :p.1 - 1
2023
ISSN: 1530-437X, 1558-1748, 2379-91533721.
Lopez Paredes, Alvaro; Song, Qiang; Heredia Conde, Miguel
Performance Evaluation of State-of-the-Art High-Resolution Time-of-Flight Cameras
IEEE Sensors Journal :p.1 - 1
2023
ISSN: 1530-437X, 1558-1748, 2379-91533720.
Lopez Paredes, Alvaro; Heredia Conde, Miguel
Practical Low-density Codes for PB-ToF Sensing
20233719.
Ghozatlou, Omid; Heredia Conde, Miguel; Datcu, Mihai
Query by Example in Remote Sensing Image Archive Using Enhanced Deep Support Vector Data Description
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16 :p.1197 - 1210
2023
ISSN: 1939-1404, 2151-15353718.
Zaiss, Dena; Gilani, Iman Baghernejad Monavar; Tutsch, Dietmar
Real-Time Audio Classification to Determine the Article of a German Noun
Real-time and Autonomous Systems 2022, Page 108--114
Publisher: Springer Nature Switzerland, Cham
2023ISBN: 978-3-031-32700-1
3717.
Heredia Conde, Miguel; Paredes, Alvaro Lopez; Ahmed, Faisal; Shahandashti, Peyman F.; López, Paula
Recent Advances in Computational Time-of-Flight Imaging
2023 57th Asilomar Conference on Signals, Systems, and Computers, Page 1166-1173
20233716.
Heredia Conde, Miguel; Paredes, Alvaro Lopez; Ahmed, Faisal; Shahandashti, Peyman F.; López, Paula
Recent Advances in Computational Time-of-Flight Imaging
2023 57th Asilomar Conference on Signals, Systems, and Computers, Page 1166-1173
20233715.
Heredia Conde, Miguel; Paredes, Alvaro Lopez; Ahmed, Faisal; Shahandashti, Peyman F.; López, Paula
Recent Advances in Computational Time-of-Flight Imaging
2023 57th Asilomar Conference on Signals, Systems, and Computers, Page 1166-1173
20233714.
Bauer, Adrian; Krabbe, Jan-Christoph; Ibrahim, Mohaned; Kummert, Anton
Refining Semantic Granularity of Aerial Image Segmentation Datasets Based on Ground Information
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Page 5061-5064
20233713.
Waubert-de-Puiseau, Constantin; Peters, Jannik; Dörpelkus, Christian; Tercan, Hasan; Meisen, Tobias
schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling Experiments
arXiv arXiv:2301.04182
20233712.
Waubert-de-Puiseau, Constantin; Peters, Jannik; Dörpelkus, Christian; Tercan, Hasan; Meisen, Tobias
schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling Experiments
arXiv arXiv:2301.04182
20233711.
Waubert-de-Puiseau, Constantin; Peters, Jannik; Dörpelkus, Christian; Tercan, Hasan; Meisen, Tobias
schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling Experiments
arXiv arXiv:2301.04182
20233710.
Waubert-de-Puiseau, Constantin; Peters, Jannik; Dörpelkus, Christian; Tercan, Hasan; Meisen, Tobias
schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling Experiments
arXiv arXiv:2301.04182
20233709.
Waubert-de-Puiseau, Constantin; Peters, Jannik; Dörpelkus, Christian; Tercan, Hasan; Meisen, Tobias
schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling Experiments
arXiv arXiv:2301.04182
20233708.
Lal, Bharat; Heredia Conde, Miguel; Corsonello, Pasquale; Gravina, Raffaele
Secure and Energy-Efficient ECG Signal Monitoring in the IoT Healthcare using Compressive Sensing
2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), Page 0333-0339
20233707.
Lal, Bharat; Heredia Conde, Miguel; Corsonello, Pasquale; Gravina, Raffaele
Secure and Energy-Efficient ECG Signal Monitoring in the IoT Healthcare using Compressive Sensing
2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), Page 0333-0339
20233706.
Lal, Bharat; Heredia Conde, Miguel; Corsonello, Pasquale; Gravina, Raffaele
Secure and Energy-Efficient ECG Signal Monitoring in the IoT Healthcare using Compressive Sensing
2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), Page 0333-0339
20233705.
Theissen-Lipp, Johannes; Kocher, Max; Lange, Christoph; Decker, Stefan; Paulus, Alexander; Pomp, André; Curry, Edward
Semantics in Dataspaces: Origin and Future Directions
Companion Proceedings of the ACM Web Conference 2023fromWWW '23 Companion, Page 1504—1507
Publisher: Association for Computing Machinery, New York, NY, USA
2023ISBN: 9781450394192
