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Tomasz Mrozek
at Warsaw University of Technology
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Author
Publications (4)
Proceedings Article | 6 November 2019 Paper
Simultaneous monitoring of the phenomena of CD, Crosstalk, and OSNR in the physical layer of the optical network with the use of convolutional neural networks
T. Mrozek, K. Perlicki
Proceedings Volume 11176, 111761K (2019) https://doi.org/10.1117/12.2539011
KEYWORDS: Convolutional neural networks, Phase shift keying, Convolution, Optical networks, Signal to noise ratio, Modulation, Dispersion, Image processing, Image analysis
Proceedings Article | 1 October 2018 Paper
Comprehensive analysis of the ability to monitor selected optical network parameters in the physical layer using convolutional neural networks
T. Mrozek, K. Perlicki
Proceedings Volume 10808, 108080G (2018) https://doi.org/10.1117/12.2501464
KEYWORDS: Convolutional neural networks
Proceedings Article | 7 August 2017 Paper
Optical transmission testing based on asynchronous sampling techniques: images analysis containing chromatic dispersion using convolutional neural network
T. Mrozek, K. Perlicki, T. Tajmajer, P. Wasilewski
Proceedings Volume 10445, 104451B (2017) https://doi.org/10.1117/12.2281111
KEYWORDS: Dispersion, Neural networks, Optical testing, Image analysis, Deep learning, Convolutional neural networks, Convolution, Picosecond phenomena, Image resolution, Polarization, Signal processing, Error analysis
Proceedings Article | 28 September 2016 Paper
Optical transmission testing based on asynchronous sampling techniques
T. Mrozek, K. Perlicki, G. Wilczewski
Proceedings Volume 10031, 1003118 (2016) https://doi.org/10.1117/12.2249268
KEYWORDS: Transmittance, Optical testing, Dispersion, Image segmentation, Binary data, Polarization, Optical networks, Image processing algorithms and systems, Receivers, Signal processing
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