Specifický výzkum v oblasti multidisciplinární analýzy obrazových a zvukových signálů bude zaměřen na následující oblasti: metody kvantitativní analýzy neurodegenerativních a neurovývojových onemocnění, metody hlubokého učení pro analýzu obrazového signálu v oblastech bezpečnosti, dopravy a biomedicíny, a metody pro analýzu a rekonstrukci zvukových signálů a zvukových uměleckých děl. Součástí výzkumu je rovněž optimalizace stávajících algoritmů číslicového zpracování obrazových a zvukových signálů ve výše uvedených oblastech.

FEKT-S-20-6291

Czech

Smékal Zdeněk, prof. Ing., CSc. - principal person responsible
Burget Radim, doc. Ing., Ph.D. - fellow researcher
Dorazil Jan, Ing. - fellow researcher
Ištvánek Matěj, Ing., Ph.D. - fellow researcher
Kiac Martin, Ing. - fellow researcher
Kolařík Martin, Ing., Ph.D. - fellow researcher
Kříž Petr, Ing. - fellow researcher
Mekyska Jiří, doc. Ing., Ph.D. - fellow researcher
Miklánek Štěpán, Ing., Ph.D. - fellow researcher
Mokrý Ondřej, Ing., Ph.D. - fellow researcher
Mucha Ján, Ing., Ph.D. - fellow researcher
Myška Vojtěch, Ing., Ph.D. - fellow researcher
Polách Michal, Ing. - fellow researcher
Přinosil Jiří, Ing., Ph.D. - fellow researcher
Rajmic Pavel, prof. Mgr., Ph.D. - fellow researcher
Rajnoha Martin, Ing., Ph.D. - fellow researcher
Říha Kamil, doc. Ing., Ph.D. - fellow researcher
Schimmel Jiří, doc. Ing., Ph.D. - fellow researcher
Sikora Pavel, Ing. - fellow researcher
Skibińska Justyna, Ph.D. - fellow researcher

Department of Telecommunications
- internal (1.1.2020 - 31.12.2022)
Faculty of Electrical Engineering and Communication
- beneficiary (1.1.2020 - 31.12.2022)

JOSHI, R.; SRIVASTAVA, P.; MISHRA, R.; BURGET, R.; DUTTA, M. Biomarker Profiling and Integrating Heterogeneous Models for Enhanced Multi-Grade Breast Cancer Prognostication. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2024, vol. 255, no. October 2024, p. 1-14. ISSN: 0169-2607.
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MIKULEC, M.; BRABENEC, L.; MEKYSKA, J.; BOČKOVÁ, K.; GÁLÁŽ, Z.; REKTOROVÁ, I. Indirect Assessment of Hyperechogenicity of Substantia Nigra Utilizing Sleep-based Biomarkers. In 2023 14th International Conference on Intelligent Systems: Theories and Applications (SITA). 1. Casablanca, Morocco: Institute of Electrical and Electronics Engineers Inc., 2024. p. 1-6. ISBN: 9798350308211.
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MEKYSKA, J.; GALÁŽ, Z.; ZVONČÁKOVÁ, K.; ZVONČÁK, V.; ČUNEK, L.; URBÁNEK, T.; HAVIGEROVÁ, J.M.; BEDNÁŘOVÁ, J.; MUCHA, J.; GAVENČIAK, M.; SMÉKAL, Z.; FAUNDEZ-ZANUY, M. Assessment of Developmental Dysgraphia Utilising a Display Tablet. In Graphonomics in Human Body Movement: Bridging Research and Practice from Motor Control to Handwriting Analysis and Recognition. 2023. p. 21-35. ISBN: 978-3-031-45460-8.
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KOVÁČ, D.; MEKYSKA, J.; BRABENEC, L.; KOŠŤÁLOVÁ, M.; REKTOROVÁ, I. Research on Passive Assessment of Parkinson’s Disease Utilising Speech Biomarkers. In Pervasive Computing Technologies for Healthcare. Switzerland: Springer Nature, 2023. p. 259-273. ISBN: 978-3-031-34586-9.
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GÓMEZ-RODELLAR, A.; MEKYSKA, J.; GOMEZ-VILDA, P.; BRABENEC, L.; ŠIMKO, P.; REKTOROVÁ, I. A Pilot Study on the Functional Stability of Phonation in EEG Bands After Repetitive Transcranial Magnetic Stimulation in Parkinson's Disease. INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2023, vol. 33, no. 6, ISSN: 0129-0657.
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FAÚNDEZ ZANUY, M.; MEKYSKA, J. Analysis of Gender Differences in Online Handwriting Signals for Enhancing e-Health and e-Security Applications. Cognitive Computation, 2023, vol. 15, no. 1, p. 1-12. ISSN: 1866-9956.
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YU, X.; PANG, P.; GAO, Q.; LI, D.; ŘÍHA, K. Text extraction from fuzzy inspection image based on adaptive immune factor. Guangdianzi Jiguang/Journal of Optoelectronics Laser, 2021, vol. 32, no. 12, p. 1293-1299. ISSN: 1005-0086.
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KOLAŘÍK, M.; JONÁK, M.; PŘINOSIL, J.; KRAJSA, O.; BURGET, R.; GAJDACZEK, T. One-Class Learning Weed Plants Detection on Multispectral Images. In 2022 14th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). International Congress on Ultra Modern Telecommunications and Control Systems and Workshops. Valencia, Spain: IEEE, 2022. p. 76-79. ISBN: 979-8-3503-9866-3. ISSN: 2157-023X.
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JEŽEK, Š.; JONÁK, M.; BURGET, R.; DVOŘÁK, P.; SKOTÁK, M. Anomaly detection for real-world industrial applications: benchmarking recent self-supervised and pretrained methods. In 2022 14th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Valencia, Spain: IEEE, 2022. p. 64-69. ISBN: 979-8-3503-9866-3.
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JONÁK, M.; JEŽEK, Š.; BURGET, R. Evaluation of Nested U-Net models performance on MVTec AD dataset. In 2022 14th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Valencia, Spain: IEEE, 2022. p. 70-75. ISBN: 979-8-3503-9866-3.
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BAJZÍK, J.; PŘINOSIL, J.; JARINA, R.; MEKYSKA, J. Independent Channel Residual Convolutional Network for Gunshot Detection. International Journal of Advanced Computer Science and Applications, 2022, vol. 13, no. 4, p. 950-958. ISSN: 2156-5570.
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GALÁŽ, Z.; MEKYSKA, J.; MUCHA, J.; ZVONČÁK, V.; SMÉKAL, Z.; FAÚNDEZ ZANUY, M.; BRABENEC, L.; MORÁVKOVÁ, I.; REKTOROVÁ, I. Prodromal Diagnosis of Lewy Body Diseases Based on the Assessment of Graphomotor and Handwriting Difficulties. In Intertwining Graphonomics with Human Movements. 1. Springer, Cham, 2022. p. 255-268. ISBN: 978-3-031-19745-1.
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GAVENČIAK, M.; ZVONČÁK, V.; MEKYSKA, J.; ŠAFÁROVÁ, K.; ČUNEK, L.; TOMÁŠ, U.; MARIE HAVIGEROVÁ, J.; BEDNÁŘOVÁ, J.; GALÁŽ, Z.; MUCHA, J. Exploring the Contribution of Isochrony-based Features to Computerized Assessment of Handwriting Disabilities. In 2022 45th International Conference on Telecommunications and Signal Processing (TSP). IEEE, 2022. p. 355-359. ISBN: 978-1-6654-6948-7.
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MOKRÝ, O.; MAGRON, P.; OBERLIN, T.; FÉVOTTE, C. Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization. SIGNAL PROCESSING, 2022, no. 206, p. 1-10. ISSN: 1872-7557.
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KIAC, M.; ŘÍHA, K.; PŘINOSIL, J.; MLÝNEK, P.; KŘÍŽ, P.; MRNUŠTÍK, J. Aplikace modelu neuronové sítě YOLO pro detekci a sledování objektů z perspektivy UAV. Elektrorevue - Internetový časopis (http://www.elektrorevue.cz), 2022, vol. 24, no. 3, p. 94-101. ISSN: 1213-1539.
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MEZINA, A.; BURGET, R. Obfuscated malware detection using dilated convolutional network. In 2022 14th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Valencia, Spain: IEEE, 2022. p. 110-115. ISBN: 979-8-3503-9866-3.
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ALI, M.; JOSHI, R.; DUTTA, M.; BURGET, R.; MEZINA, A. Deep Learning-based Classification of Viruses Using Transmission Electron Microscopy Images. In 45th International Conference on Telecommunications and Signal Processing (TSP 2022). IEEE, 2022. IEEE, 2022. p. 174-178. ISBN: 978-1-6654-6948-7.
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MUCHA, J.; GALÁŽ, Z.; MEKYSKA, J.; FAÚNDEZ ZANUY, M.; ZVONČÁK, V.; SMÉKAL, Z.; BRABENEC, L.; REKTOROVÁ, I. Exploration of Various Fractional Order Derivatives in Parkinson’s Disease Dysgraphia Analysis. In Lecture Notes in Computer Science. 1. Springer, Cham, 2022. p. 308-321. ISBN: 978-3-031-19745-1.
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IŠTVÁNEK, M.; ŠÍR, F. Digitální formáty používané pro archivaci zvukového záznamu. In Záchrana zvukového kulturního dědictví: aktuální situace, problémy, možnosti. Brno: Littera, 2022. s. 44-54. ISBN: 978-80-7607-006-6.
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NOVÁK, V. Proceedings I of the 28th Conference STUDENT EEICT 2022 General papers. Proceedings I of the 28th Conference STUDENT EEICT 2022 General papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2022. ISBN: 978-80-214-6029-4.
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Responsibility: Smékal Zdeněk, prof. Ing., CSc.