Coded-Aperture Computational Millimeter-Wave Image Classifier Using Convolutional Neural Network

Autor: Rahul Sharma, Raphael Hussung, Andreas Keil, Fabian Friederich, Thomas Fromenteze, Mohsen Khalily, Bhabesh Deka, Vincent Fusco, Okan Yurduseven

Publikováno v: IEEE Access, Vol 9, Pp 119830-119844 (2021)

A millimeter-wave (mmW) classifier system applied to images synthesized from a coded-aperture based computational imaging (CI) radar is presented. A developed physical model of a CI system is used to generate the image dataset for the classification

Externí odkaz: https://doaj.org/article/ea52ac4c60bc4d7fac18258b2f8dbc4d

Energy Efficient ADC for Low Fan-Out MIMO Sub- THz Imaging System in SiGe: BiCMOS Technology

Autor: Max Uhlmann, Raphael Hussung, Mohamed H. Eissa, Andreas Keil, Fabian Friederich, Gunter Fischer, Philip Ostrovskyy

Publikováno v: 2022 52nd European Microwave Conference (EuMC).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9192b230e1cae550cc62260c90a562eb
https://doi.org/10.23919/eumc54642.2022.9924402

Coded-Aperture Computational Millimeter-Wave Image Classifier Using Convolutional Neural Network

Autor: Raphael Hussung, Mohsen Khalily, Vincent Fusco, Rahul Sharma, Okan Yurduseven, Thomas Fromenteze, Fabian Friederich, Bhabesh Deka, A. Keil

Publikováno v: IEEE Access, Vol 9, Pp 119830-119844 (2021)
Sharma, R, Hussung, R, Keil, A, Friederich, F, Fromenteze, T, Khalily, M, Deka, B, Fusco, V & Yurduseven, O 2021, ' Coded-Aperture Computational Millimeter-wave Image Classifier using Convolutional Neural Network ', IEEE Access, vol. 9, pp. 119830-119844 . https://doi.org/10.1109/ACCESS.2021.3107782

A millimeter-wave (mmW) classifier system applied to images synthesized from a coded-aperture based computational imaging (CI) radar is presented. A developed physical model of a CI system is used to generate the image dataset for the classification

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5595edf0d6eb7ab3276784f68cbe880d
https://ieeexplore.ieee.org/document/9521903/

Aspects of Signal Processing for Multistatic Terahertz Imaging Systems

Autor: Christian Weisenstein, Raphael Hussung, Matthias Kahl, Peter Haring Bolívar, A. Keil, Fabian Friederich, Aya Souliman

Publikováno v: 2021 46th International Conference on Infrared, Millimeter and Terahertz Waves (IRMMW-THz).

Applications of multistatic sensor arrays, which operate in the terahertz-region, are increasingly gaining importance for non-destructive testing purposes. Continuous enhancements in processing capabilities of CPUs and GPUs allow to generate volumetr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::297b020ec0bc1f9cda48d268a95d9359
https://doi.org/10.1109/irmmw-thz50926.2021.9567078

Fast FMCW Terahertz Imaging for In-Process Defect Detection in Press Sleeves for the Paper Industry and Image Evaluation with a Machine Learning Approach

Autor: Fabian Friederich, Raphael Hussung, Carsten Matheis, Joachim Jonuscheit, Maris Bauer, Uwe Matuschczyk, Peter Weichenberger, Jens Beck, Hermann Reichert

Publikováno v: Sensors (Basel, Switzerland)
Sensors
Volume 21
Issue 19
Sensors, Vol 21, Iss 6569, p 6569 (2021)

We present a rotational terahertz imaging system for inline nondestructive testing (NDT) of press sleeves for the paper industry during fabrication. Press sleeves often consist of polyurethane (PU) which is deposited by rotational molding on metal ba

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b87e31c6cdd0d862b3f9bd8ffd855704
https://doi.org/10.3390/s21196569