Dr. Zbigniew Omiotek
Associate Professor at Lublin University of Technology
SPIE Involvement:
Author | Editor
Area of Expertise:
Digital Image Processing , Pattern Recognition , Machine Learning , Computer Aided Diagnosis , Biomedical Image Analysis , Fractal Analysis
Websites:
Profile Summary

Associate Professor at Lublin University of Technology (Faculty of Electrical Engineering and Computer Science). Areas of scientific and research activity: machine learning using traditional and deep methods, fractal analysis, biomedical signal and image analysis, digital signal and image processing and classification, object detection and segmentation in still images and video sequences.
Publications (40)

Proceedings Article | 16 December 2024 Paper
Olexander Ushenko, Olexander Bilookyi, Yuriy Ushenko, Alexander Dubolazov, Irina Soltys, Olexander Olar, Ivan Mikirin, Valeriy Skliarchuk, Olexander Salega, Oleksandr Karas, Gulbarshin Rakhimbayeva, Yuriy Rogovyi, Natalia Kozan, Jun Zheng, Zhadyra Alimbayeva, Zbigniew Omiotek
Proceedings Volume 13400, 1340006 (2024) https://doi.org/10.1117/12.3054868
KEYWORDS: Polarization, Thyroid, Blood, Tissues, Speckle, Tissue optics, Cancer, Biomedical optics, Polarimetry, Biopsy

Proceedings Article | 16 December 2024 Paper
Dmytro Uhryn, Artem Karachevtsev, Taras Terletskyi, Oleh Kaidyk, Mariya Talakh, Viktor Ilin, Volodymyr Bogachuk, Oleksandr Kaduk, Zinagul Suranchiyeva, Zbigniew Omiotek
Proceedings Volume 13400, 134000K (2024) https://doi.org/10.1117/12.3054877
KEYWORDS: Education and training, Machine learning, Evolutionary algorithms, Object detection, Data modeling, Object recognition, Neural networks, Detection and tracking algorithms, Deep learning, Process modeling

Proceedings Article | 16 December 2024 Paper
Kateryna Lokes, David Avetikov, Sergii Pavlov, Mariia Faustova, Olena Ivanytska, Yuliia Saldan, Yuliia Pylypets, Zbigniew Omiotek, Saule Smailova
Proceedings Volume 13400, 134000A (2024) https://doi.org/10.1117/12.3054876
KEYWORDS: Artificial neural networks, Fuzzy logic, Neural networks, Wound healing, Biomedical optics, Medical diagnostics, Connective tissue, Tissues, Reliability, Diagnostics

Proceedings Article | 16 December 2024 Paper
Olexander Ushenko, Olexander Bilookyi, Yuriy Ushenko, Olexander Dubolazov, Irina Soltys, Olexandra Litvinenko, Olexander Olar, Viacheslav Bilookyi, Yurii Rogovyi, Andrei Padure, Dmytro Baranovskyi, Inna Vishtak, Balkiya Zhylanbaeva, Kairat Yessentayev, Zbigniew Omiotek
Proceedings Volume 13400, 1340008 (2024) https://doi.org/10.1117/12.3054870
KEYWORDS: Polarization, Thyroid, Tissues, Polarimetry, Liver, Digital holography, Biological research, Statistical analysis, Injuries, Biological samples

Proceedings Article | 16 December 2024 Paper
Olexander Ushenko, Natalia Pavlyukovich, Oksana Khukhlina, Yuriy Ushenko, Olexander Dubolazov, Irina Soltys, Olexander Olar, Ivan Mikirin, Valeriy Skliarchuk, Olexander Salega, Olexander Pavlyukovich, Jun Zheng, Mykola Tomchuk, Kunsulu Shadinova, Volodymyr Shakhov, Saule Smailova, Zbigniew Omiotek
Proceedings Volume 13400, 1340009 (2024) https://doi.org/10.1117/12.3054874
KEYWORDS: Blood, Anisotropy, Birefringence, Matrices, COVID 19, Polarization, Crystals, Biomedical optics, Reconstruction algorithms, Holography

Showing 5 of 40 publications
Proceedings Volume Editor (1)

SPIE Conference Volume | 20 December 2023

Conference Committee Involvement (1)
Optical Fibers and Their Applications 2023
11 September 2023 | Lublin, Poland
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