Project detail

Techniky strojového zpracování a statistické analýzy signálů, obrazů a dat napříč vědními obory

Duration: 01.03.2023 — 28.02.2026

Funding resources

Brno University of Technology - Vnitřní projekty VUT

- whole funder (2023-01-01 - 2024-12-31)

On the project

Specifický výzkum v oblasti využití technik strojového zpracování a statistické analýzy zvukových a obrazových signálů bude zaměřen na následující oblasti: biomarkery neurodegenerativních a neurovývojových onemocnění, analýza obrazů ve veřejné dopravě, bezpečnostní incidenty IZS a sběrné dvory, detekce pravosti uměleckých děl, a metody pro zpracování a rekonstrukci zvukových signálů a analýzu hudební děl.

Mark

FEKT-S-23-8220

Default language

Czech

People responsible

Burget Radim, doc. Ing., Ph.D. - fellow researcher
Čičatka Michal, Ing. - fellow researcher
Gavenčiak Michal, Ing. - fellow researcher
Ištvánek Matěj, Ing., Ph.D. - fellow researcher
Ježek Štěpán, Ing. - fellow researcher
Kiac Martin, Ing. - fellow researcher
Koton Radka, Mgr. - fellow researcher
Kováč Daniel, Ing. - fellow researcher
Liska Matej, Ing. - fellow researcher
Mekyska Jiří, doc. Ing., Ph.D. - fellow researcher
Mezina Anzhelika, Ing. - fellow researcher
Miklánek Štěpán, Ing. - fellow researcher
Mikulec Marek, Ing. - fellow researcher
Mokrý Ondřej, Ing., Ph.D. - fellow researcher
Přinosil Jiří, Ing., Ph.D. - fellow researcher
Rajmic Pavel, prof. Mgr., Ph.D. - fellow researcher
Říha Kamil, doc. Ing., Ph.D. - fellow researcher
Schimmel Jiří, doc. Ing., Ph.D. - fellow researcher
Skvaril Šimon, Ing. - fellow researcher
Slunský Tomáš, Ing. - fellow researcher
Smékal Zdeněk, prof. Ing., CSc. - principal person responsible

Units

Department of Telecommunications
- (2023-01-01 - 2025-12-31)
Faculty of Electrical Engineering and Communication
- (2023-01-01 - 2025-12-31)

Results

LISKA, M.; ŠTŮSEK, M. Network Media Player with Built-in Class-D Amplifier. In Proceedings I of the 28th Conference STUDENT EEICT 2022 General papers. 1. Brno: BRNO UNIVERSITY OF TECHNOLOGY, FACULTY OF ELECTRICAL ENGINEERING AND COMMUNICATION, 2022. p. 295-298. ISBN: 978-80-214-6029-4.
Detail

Workplace buildup for measurement of low-frequency absorption of acoustic structures. Proceedings I of the 30th Student EEICT 2024. Proceedings II of the Conference STUDENT EEICT. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2024. ISSN: 2788-1334.
Detail

SKVARIL, Š. Design of subwoofer with cardioid radiation pattern. 3. STUDENTSKÝ AKUSTICKÝ SEMINÁŘ. 1. Praha: České vysoké učení technické v Praze, 2022. p. 7-8. ISBN: 978-80-01-06986-8.
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ATHEESWARAN, A.; K. V., R.; CHAGANTI, B. N. L.; MARAM, A.; HERENCSÁR, N. Expert system for smart farming for diagnosis of sugarcane diseases using machine learning. COMPUTERS & ELECTRICAL ENGINEERING, 2023, vol. 109,Part A, no. July 2023, p. 1-14. ISSN: 0045-7906.
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MANSOUR, M.; GAMAL, A.; AHMED, A.I.; SAID, L.A.; ELBAZ, A.; HERENCSÁR, N.; SOLTAN, A. Internet of Things: A Comprehensive Overview on Protocols, Architectures, Technologies, Simulation Tools, and Future Directions. ENERGIES, 2023, vol. 16, no. 8, p. 1-39. ISSN: 1996-1073.
Detail

IŠTVÁNEK, M.; MIKLÁNEK, Š. Beat Tracking: Is 44.1 kHz Really Needed?. In Proceedings II of the 29th Conference STUDENT EEICT 2023 Selected Papers. 1. Brno: Brno University of Technology, Faculty of Elektronic Engineering and Communication, 2023. p. 227-231. ISBN: 978-80-214-6154-3.
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JEŽEK, Š. Visual defect detection in real-world industrial applications using convolutional neural networks. Proceedings I of the 29th Student EEICT 2023 (General Papers). Brno: 2023. p. 389-393. ISBN: 978-80-214-6153-6.
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MEZINA, A.; OMETOV, A. Detecting Smart Contract Vulnerabilities with Combined Binary and Multiclass Classification. Cryptography, 2023, vol. 7, no. 3, p. 1-20. ISSN: 2410-387X.
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KIAC, M.; ŘÍHA, K.; KRAJSA, O. Application of YOLOv7 neural network model for control of laboratory processes. Proceedings of the 29th Conference STUDENT EEICT 2023. Proceedings II of the Conference STUDENT EEICT. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2023. p. 384-388. ISBN: 978-80-214-6153-6. ISSN: 2788-1334.
Detail

KIAC, M.; SIKORA, P.; MALINA, L.; MARTINÁSEK, Z.; SRIVASTAVA, G. ADEROS: Artificial Intelligence-Based Detection System of Critical Events for Road Security. IEEE Systems Journal, 2023, vol. 0, no. 2023, p. 1-12. ISSN: 1937-9234.
Detail

ZÁVIŠKA, P.; RAJMIC, P.; MOKRÝ, O. Multiple Hankel matrix rank minimization for audio inpainting. In Proceedings of the 2023 46th International Conference on Telecommunications and Signal Processing (TSP). Prague, Czech republic: IEEE, 2023. p. 47-51. ISBN: 979-8-3503-0396-4.
Detail

GÓRRIZ, J.M.; MEKYSKA, J.; et al. Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Information Fusion, 2023, vol. 100, no. December 2023, p. 1-37. ISSN: 1872-6305.
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ŠVENTO, M.; MOKRÝ, O. Joint audio denoising and inpainting with plug-and-play proximal algorithm. Proceedings I of the 29th Student EEICT 2023 (General Papers). 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2023. p. 214-217. ISBN: 978-80-214-6153-6.
Detail

LISKA, M. FPGA Design with TDM Module for Real-Time Sound Acquisition from MEMS Microphone Array. Proceedings I of the 29th Conference STUDENT EEICT 2023. Brno: BRNO UNIVERSITY OF TECHNOLOGY, FACULTY OF ELECTRICAL ENGINEERING AND COMMUNICATION, 2023. p. 399-403. ISBN: 978-80-214-6153.
Detail

MIKLÁNEK, Š.; WRIGHT, A.; VÄLIMÄKI, V.; SCHIMMEL, J. Neural Grey-Box Guitar Amplifier Modelling with Limited Data. In Proceedings of the 25th International Conference on Digital Audio Effects (DAFx23). Proceedings of the International Conference on Digital Audio Effects (DAFx). Kodaň: Aalborg University of Copenhagen, 2023. ISSN: 2413-6689.
Detail

MEZINA, A.; GENZOR, S.; BURGET, R.; MIZERA, J.; MYŠKA, V.; ŠTÝBNAR, M. Patients Compliance: Ten Years History Data Analysis. ERJ Open Research. Prague: European Respiratory Society, 2023. ISSN: 2312-0541.
Detail

CICATKA, M.; BURGET, R; LANCOS, J. Approaches to Clustering of Microbial Colonies on Agar Plates. Proceedings I of the 29th Student EEICT 2023 (General Papers). Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2023. ISBN: ISBN 978-80-214-6153.
Detail

CICATKA, M.; BURGET, R; LANCOS, J. Improvement of Microbial Colony Segmentation using Synthetic Data. Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2023.
Detail

Michal Gavenčiak. Comparing Hough transform to other automated methods of feature extraction and matching for document correction. Proceedings I of the 29th Student EEICT 2023 Genera papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2023. p. 270-274. ISBN: 978-80-214-6153-6.
Detail

MEZINA, A.; BURGET, R. Detection of post-COVID-19-related pulmonary diseases in X-ray images using Vision Transformer-based neural network. Biomedical Signal Processing and Control, 2024, vol. 87, no. A, p. 1-11. ISSN: 1746-8108.
Detail

SKVARIL, Š. Loudspeaker Enclosure with Directional Radiation of Frequencies below 100 Hz. Proceedings I of the 29th Student EEICT 2023 (General Papers). Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2023. p. 394-398. ISBN: 978-80-214-6153-6.
Detail

NOVOTNÝ, K.; MEKYSKA, J. Assessing Movement of Articulatory Organs in Patients with Parkinson’s Disease. In Proceedings I of the 28th Conference STUDENT EEICT 2022 General papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2023. p. 243-246. ISBN: 978-80-214-6029-4.
Detail

SMÉKAL, Z.; SKLENÁŘ, J. 1D and 2D Analog, Discrete, and Digital Signal Processing. první. první. Brno, Czech Republic: Brno Univeristy of Technology - VUTIUM Press, 2023. 454 p. ISBN: 978-80-214-6143-7.
Detail

ZHOU, J.; HERENCSÁR, N. Abnormal Behavior Determination Model of Multimedia Classroom Students Based on Multi-task Deep Learning. MOBILE NETWORKS & APPLICATIONS, 2023, vol. neuvedeno, no. neuvedeno, ISSN: 1383-469X.
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VIMALA, B. B.; SRINIVASAN, S.; MATHIVANAN, S. K.; MUTHUKUMARAN, V.; BABU, J. C.; HERENCSÁR, N.; VILCEKOVA, L. Image Noise Removal in Ultrasound Breast Images Based on Hybrid Deep Learning Technique. SENSORS, 2023, vol. 23, no. 3, p. 1-16. ISSN: 1424-8220.
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ŠAUŠA, E.; RAJMIC, P.; HLAWATSCH, F. Distributed Bayesian target tracking with reduced communication: Likelihood consensus 2.0. SIGNAL PROCESSING, 2024, vol. 215, no. February 2024, p. 1-13. ISSN: 0165-1684.
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KOVÁČ, D.; MEKYSKA, J.; AHARONSON, V.; HARÁR, P.; GALÁŽ, Z.; RAPCSAK, S.; OROZCO-ARROYAVE, J. R.; BRABENEC, L.; REKTOROVÁ, I. Exploring digital speech biomarkers of hypokinetic dysarthria in a multilingual cohort. BIOMED SIGNAL PROCES, 2023, vol. 88, no. 2, p. 1-11. ISSN: 1746-8094.
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BURGET, R.; ČIČATKA, M.; LÁNCOŠ, J. From Segmentation to Clustering: Advancing Algorithms for Grouping Microbial Colonies on Agar Plates. In 2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Ghent: 2023. p. 176-181. ISBN: 979-8-3503-9328-6.
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BARTOŇ, M.; RAPCSAK, S. Z.; ZVONČÁK, V.; MAREČEK, R.; CVRČEK, V.; REKTOROVÁ, I. Functional neuroanatomy of reading in Czech: Evidence of a dual-route processing architecture in a shallow orthography. Frontiers in Psychology, 2023, vol. 13, no. 2023, p. 1-11. ISSN: 1664-1078.
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MRAČKOVÁ, M.; MAREČEK, R.; MEKYSKA, J.; KOŠŤÁLOVÁ, M.; REKTOROVÁ, I. Levodopa may modulate specific speech impairment in Parkinson's disease: an fMRI study. JOURNAL OF NEURAL TRANSMISSION, 2023, vol. 1, no. 11, p. 1-7. ISSN: 0300-9564.
Detail

VERMA, V.; KARNATI, M.; DUTTA, M.K.; MYŠKA, V.; MEZINA, A. Attention-based VGG-Residual-Inception Module for EEG-Based Depression Detection. In 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Ghent: 2023. p. 33-37. ISBN: 979-8-3503-9328-6.
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SINHA,H..; KARNATI, AGGARWAL, G.;M.; DUTTA, M.K.; MEZINA, A., BURGET, R. DMRBNet: Dilated Multi-scale Residual Block-based Deep Network for Detection of Breast Cancer from MRI Images. In 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Ghent: 2023. p. 38-43. ISBN: 979-8-3503-9328-6.
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PŘINOSIL, J.; KŘÍŽ, P. License Plate Recognition on Low-Cost Devices. In 2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). IEEE Computer Society, 2023. p. 28-32. ISBN: 979-8-3503-9328-6.
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JEŽEK, Š.; BURGET, R.; VERMA, S.; VISHAL, V.; JOSHI, R.; DUTTA, M. AI-enhanced Mental Health Diagnosis: Leveraging Transformers for Early Detection of Depression Tendency in Textual Data. In 2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). IEEE Computer Society, 2023. p. 56-61. ISBN: 979-8-3503-9328-6.
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JONÁK, M.; DORAZIL, J.; KOLAŘÍK, M.; JEŽEK, Š.; BURGET, R.; KOTRLÝ, M. Forensic Comparison of Soil Particles Using Gaussian Mixture Models and Likelihood Ratio Test. In 2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). IEEE Computer Society, 2023. p. 188-192. ISBN: 979-8-3503-9328-6.
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BURGET, R.; CHAUHAN, R.; KARNATI, M.; DUTTA, M. Plant Disease Identification Using a Dual Self-Attention Modified Residual-Inception Network. In 2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Ghent: 2023. p. 170-175. ISBN: 979-8-3503-9328-6.
Detail

MYŠKA, V.; MEZINA, A.; VANĚK, P.; BURGET, R.; GENZOR, S.; MIZERA, J.; ŠTÝBNAR, M.; KIAC, M.; FROLKA, J. CovidStopHospital: e-Health Service for X-Ray-Based COVID-19 Classification and Radiologist-Assisted Dataset Creation. In 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Ghent: 2023. p. 62-67. ISBN: 979-8-3503-9328-6.
Detail

AUBRECHT, V. Proceedings I of the 29th Conference STUDENT EEICT 2023 General papers. Proceedings I of the 29th Conference STUDENT EEICT 2023 General papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2023. ISBN: 978-80-214-6153-6.
Detail

VAN FLEET, O.; CONWAY, L.; HERENCSÁR, N.; FREEBORN, T. J. Fractional-Order Equivalent Circuit Representation of Kohlrabi Tissue Samples. In Proceedings of the IEEE Southeastcon 2024. Atlanta, USA: IEEE, 2024. p. 1034-1039. ISBN: 979-8-3503-1710-7.
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LISKA, M.; TOMEŠEK, J. FPGA-Based Sound Acquisition Prototype from MEMS Microphone Array. Proceedings I of the 30th Conference STUDENT EEICT 2024. Brno: BRNO UNIVERSITY OF TECHNOLOGY, FACULTY OF ELECTRICAL ENGINEERING AND COMMUNICATION, 2024.
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HERENCSÁR, N.: 2023 46th International Conference on Telecommunications and Signal Processing (TSP). Prague (12.07.2023)
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