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.

FEKT-S-23-8220

Czech

Smékal Zdeněk, prof. Ing., CSc. - principal person responsible
Burget Radim, prof. 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., Ph.D. - fellow researcher
Liska Matej, Ing. - fellow researcher
Mekyska Jiří, doc. Ing., Ph.D. - fellow researcher
Mezina Anzhelika, Ing., Ph.D. - fellow researcher
Miklánek Štěpán, Ing., Ph.D. - 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

Department of Telecommunications
- internal (1.1.2023 - 31.12.2025)
Faculty of Electrical Engineering and Communication
- beneficiary (1.1.2023 - 31.12.2025)

HERENCSÁR, N.: 2023 46th International Conference on Telecommunications and Signal Processing (TSP). Prague (12.07.2023)
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HERENCSÁR, N.: 2024 47th International Conference on Telecommunications and Signal Processing (TSP). Prague (10.07.2024)
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ZEMAN, V.; ŘÍHA, K.; SIKORA, P.; PŘINOSIL, J.; ČLUPEK, V.: Nové vlastnosti zpracování obrazu z vozidlových kamer. URL: https://pavelvut.github.io/herman-traffic/. (Software)
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KOUTNÝ, M.; PŘINOSIL, J.: Nový platební terminál s kamerovou validací. (Funkční vzorek)
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GAVENČIAK, M.: ScoreApp. URL: https://github.com/BDALab/ScoreApp/. (Software)
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CAMARGO-MENDOZA, M.; NÖTH, E.; MEKYSKA, J.; OROZCO-ARROYAVE, J. Oral-diadochokinesis rates for Spanish, German and Czech: reference values for normotypical adults. Revista de Investigacion en Logopedia, 2023, vol. 13, no. 2, p. 1-7. ISSN: 2174-5218.
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GUPTA, R.; SINGH, R.; TRAVIESO-GONZÁLEZ, C.; BURGET, R.; DUTTA, M. DeepRespNet: A deep neural network for classification of respiratory sounds. Biomedical Signal Processing and Control, 2024, vol. 93, no. July 2024, p. 1-11. ISSN: 1746-8108.
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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.
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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.
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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.
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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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LEITGEB, D. Experimental audio effect based on dynamic signal filtering. Proceedings I of the 30th Conference STUDENT EEICT 2024. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2024. p. 163-166.
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KOVANDA, V. Dequantized signal from two parallel quantized observations. Proceedings I of the 31st Student EEICT 2025. Brno: Brno University of Technology Faculty of Electrical Engineering and Communication, 2025. p. 231-235.
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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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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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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.
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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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NOVÁK, V. Proceedings I of the 30th Conference STUDENT EEICT 2024. Proceedings I of the 30th Conference STUDENT EEICT 2024. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2024. 407 p. ISBN: 978-80-214-6231-1.
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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. 8 p. ISSN: 2413-6689.
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Joshi, R.C., Singh, N., Sharma, A.K., Burget, R. and Dutta, M.K. AI-SenseVision: A Low-Cost Artificial-Intelligence-Based Robust and Real-Time Assistance for Visually Impaired People. IEEE Transactions on Human-Machine Systems, 2024, vol. 1, no. 1, p. 1-12. ISSN: 2168-2305.
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JIRÁSEK, O.; SKVARIL, Š. The dynamic and timbre of restored Janáček's grand piano : how they may have influenced his compositions?. Musicologica Brunensia, 2025, vol. 1, no. 60, p. 5-30. ISSN: 2336-436X.
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SKVARIL, Š. Workplace buildup for measurement of low-frequency absorption of acoustic structures. In Proceedings I of the 30th Student EEICT 2024: Selected papers. Proceedings II of the Conference STUDENT EEICT. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2024. p. 156-160. ISBN: 978-80-214-6230-4. ISSN: 2788-1334.
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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.
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STRÝČEK, O.; MEKYSKA, J.; MIKLÁNEK, Š.; FUSEK, M.; ŠTILLOVÁ, K.; MAZÁNEK, M.; REKTOR, I. Toward a Tailored Acoustic-Based Approach in Music Neuromodulation in Epilepsy. EUROPEAN JOURNAL OF NEUROLOGY, 2025, vol. 32, no. 7, p. 1-9.
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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. Biomedical Signal Processing and Control, 2023, vol. 88, no. 2, p. 1-11. ISSN: 1746-8094.
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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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ALVAREZ JUSTO, J.; GHIŢĂ, A.; KOVÁČ, D.; L. GARRETT, J.; GEORGESCU, M.; GONZALEZ-LLORENTE, J.; TUDOR IONESCU, R.; ARNE JOHANSEN, T. Semantic Segmentation in Satellite Hyperspectral Imagery by Deep Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, vol. 18, no. 1, p. 273-293. ISSN: 2151-1535.
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PRANADA, A.; ČIČATKA, M.; KARÁSEK, J.; HEß, C. Diagnostic Performance of an Automated Robot for MALDI Target Preparation in Microbial Identification. JOURNAL OF CLINICAL MICROBIOLOGY, 2024, no. 09-2024, p. 1-12. ISSN: 0095-1137.
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ČIČATKA, M.; BURGET, R.; KARÁSEK, J.; LANCOS, J. Increasing segmentation performance with synthetic agar plate images. Heliyon, 2024, vol. 10, no. 3, p. 1-14. ISSN: 2405-8440.
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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. 5 p.
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KOVÁČ, D.; NOVOTNÝ, K.; MEKYSKA, J.; BRABENEC, L.; KOŠŤÁLOVÁ, M.; REKTOROVÁ, I. Exploring Speech Profiles in Parkinson's Disease Patients on Long - Term Dopaminergic Medication. In 2024 47th International Conference on Telecommunications and Signal Processing (TSP). IEEE, 2024. p. 270-273. ISBN: 979-8-3503-6559-7.
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RAGHUPATHY, B. K.; VAIRAVASUNDRAM, S.; GANESAN, M.; NAMACHIVAYAM, R. K.; KOTECHA, K.; HERENCSÁR, N. Enhanced Quantum Convolutional Neural Network for Signature Authentication in Consumer Products. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2024, vol. 71, no. 1, p. 2309-2321. ISSN: 0098-3063.
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KOVÁČ, D.; MUCHA, J.; ALVAREZ JUSTO, J.; MEKYSKA, J.; GALÁŽ, Z.; NOVOTNÝ, K.; PITOŇÁK, R.; KNĚŽÍK, J.; HEREC, J.; ARNE JOHANSEN, T. Deep Learning for In-Orbit Cloud Segmentation and Classification in Hyperspectral Satellite Data. In 2024 9th International Conference on Frontiers of Signal Processing (ICFSP). IEEE, 2024. p. 68-72. ISBN: 979-8-3503-5323-5.
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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.
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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.
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ŠVENTO, M.; MOLINER, E.; JUVELA, L.; WRIGHT, A.; VÄLIMÄKI, V. Estimation and Restoration of Unknown Nonlinear Distortion using Diffusion. Journal of the Audio Engineering Society, 2025, vol. 73, no. 9, p. 519-532.
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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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ČIČATKA, M.; BURGET, R.; KARÁSEK, J.; LANCOS, J. Clustering Microbial Material on Agar Plates: A Modular System Approach. Array, 2024, no. 28, p. 1-36.
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BANSAL, G.; NAWAL, A.; CHAMOLA, V.; HERENCSÁR, N. Revolutionizing Visuals: The Role of Generative AI in Modern Image Generation. ACM Transactions on Multimedia Computing Communications and Applications, 2024, vol. 20, no. 11, p. 356:1 (356:22 p.)ISSN: 1551-6865.
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KOVÁČ, D.; CVETLER, D. Digital Biomarkers for Assessing Respiratory Disorders in Parkinson’s Disease. In Proceedings II of the 29st Conference STUDENT EEICT 2023: Selected papers. Proceedings II of the Conference STUDENT EEICT. 1. Brno: Brno University of Technology, Faculty of Elektronic Engineering and Communication, 2023. p. 232-236. ISBN: 978-80-214-6154-3. ISSN: 2788-1334.
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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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GAVENČIAK, M.; MUCHA, J.; MEKYSKA, J.; GALÁŽ, Z.; ŠAFÁROVÁ, K.; FAÚNDEZ ZANUY, M. Computer-Aided Diagnosis of Graphomotor Difficulties Utilizing Direction-Based Fractional Order Derivatives. Cognitive Computation, 2024, vol. 17, no. 11, p. 1-19. ISSN: 1866-9964.
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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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NOVOTNÝ, K. Long-Term Effect of Repetitive Transcranial Magnetic Stimulation on Parkinson’s Disease Patients with Different Severity of Hypokinetic Dysarthria. In Proceedings II of the 30th Conference STUDENT EEICT 2024 Selected Papers. Proceedings II of the Conference STUDENT EEICT. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2024. p. 151-155. ISBN: 978-80-214-6230-4. ISSN: 2788-1334.
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MOKRÝ, O.; VITOUŠ, J.; RAJMIC, P.; JIŘÍK, R. Improving DCE-MRI through Unfolded Low-Rank + Sparse Optimisation. In 2024 IEEE International Symposium on Biomedical Imaging (ISBI). Athens, Greece: IEEE, 2024. 5 p. ISBN: 979-8-3503-1333-8.
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GAVENČIAK, M. LSTM-Based Autoencoders in Online Handwriting Data Augmentation and Preprocessing. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2024. p. 211-215.
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JEŽEK, Š.; BURGET, R. Deployment of deep learning-based anomaly detection systems: challenges and solutions. In Proceedings II of the 30th Student EEICT 2024: Selected Papers. Proceedings II of the Conference STUDENT EEICT. 1. Brno: Brno University of Technology, Faculty of Electronic Engineering and Communication, 2024. p. 207-211. ISBN: 978-80-214-6230-4. ISSN: 2788-1334.
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ZHOU, J.; HERENCSÁR, N. Abnormal Behavior Determination Model of Multimedia Classroom Students Based on Multi-task Deep Learning. MOBILE NETWORKS & APPLICATIONS, 2023, 14 p. ISSN: 1383-469X.
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MEZINA, A.; BURGET, R.; OMETOV, A. Reinterpreting Usability of Semantic Segmentation Approach for Darknet Traffic Analysis. Computer Networks, 2024, vol. 249, no. July 2024, p. 1-17. ISSN: 1389-1286.
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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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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.
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BRABENEC, L.; KOVÁČ, D.; MEKYSKA, J.; ŘEHULKOVÁ, L.; KÁBRTOVÁ, V.; REKTOROVÁ, I. Short-term effects of transcranial direct current stimulation on motor speech in Parkinson's disease: a pilot study. JOURNAL OF NEURAL TRANSMISSION, 2024, vol. 131, no. 1, p. 791-797. ISSN: 1435-1463.
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MEZINA, A.; BURGET, R. Chest X-ray Image Analysis using Convolutional Vision Transformer. In Proceedings II of the 29th Conference STUDENT EEICT 2023 Selected papers. Proceedings II of the Conference STUDENT EEICT. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2023. p. 161-165. ISBN: 978-80-214-6154-3. ISSN: 2788-1334.
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ŠAUŠA, E.; RAJMIC, P.; HLAWATSCH, F. Likelihood Consensus 2.0: Reducing Interagent Communication in Distributed Bayesian Target Tracking. In 49th IEEE International Conference on Acoustics, Speech, and Signal Processing. Soul: IEEE, 2024. 5 p. ISBN: 979-8-3503-4485-1.
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VESELÝ, V.; RAJMIC, P.; MOKRÝ, O. Moderní funkcionální analýza s aplikacemi ve zpracování signálů. Brno: Vutium, 2024. 310 s. ISBN: 978-80-214-6138-3.
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SIKORA, P.; KIAC, M.; COSTA, P.; MOLINERO-GARCÍA, A.; GORSKA, M. Automatic image analysis applied to the recognition of quartz surface microtextures using neural network. MICRON, 2024, vol. 182, no. July 2024, p. 1-10. ISSN: 1878-4291.
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LADISLAV, R.; GALÁŽ, Z. Comparative Analysis of Pitch Detection Algorithms for Machine Learning Supported Parkinson’s Disease Diagnosis. In Proceedings I of the 31st Conference STUDENT EEICT 2025. 2025. p. 105-110. ISBN: 978-80-214-6321-9.
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KOVÁČ, D. Quantitative Analysis of Vocal Tract Resonances in Patients with Parkinson’s Disease. In Proceedings II of the 30th Conference STUDENT EEICT 2024. Proceedings II of the Conference STUDENT EEICT. Brno: Brno University of Technology, Faculty of Elektronic Engineering and Communication, 2024. p. 146-150. ISBN: 978-80-214-6230-4. ISSN: 2788-1334.
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KOSTELANSKÁ, A.; HERENCSÁR, N. Bioimpedance Measuring Unit for Smart Agriculture. In Proceedings I of the 30th Conference STUDENT EEICT 2024. Brno: Brno University of Technology, 2024. p. 167-169. ISBN: 978-80-214-6231-1.
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GOMEZ-VILDA, P.; GÓMEZ-RODELLAR, A.; MEKYSKA, J.; ÁLVAREZ-MARQUINA, A.; PALACIOS-ALONSO, D. Unfolding Laryngeal Neuromotor Activity in Parkinson's Disease by Phonation Inversion. In Lecture Notes in Computer Science: Artificial Intelligence for Neuroscience and Emotional Systems. Lecture Notes in Computer Science. 14674. CHAM: SPRINGER INTERNATIONAL PUBLISHING AG, 2024. p. 300-309. ISBN: 978-3-031-61140-7. ISSN: 1611-3349.
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ŠVENTO, M.; BALUŠÍK, P. Deep prior audio compression. Proceedings I of the 30th Student EEICT 2024 (General Papers). Proceedings II of the Conference STUDENT EEICT. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2024. 5 p. ISSN: 2788-1334.
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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. 5 p. ISBN: ISBN 978-80-214-6153.
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SHARMA, S.; TIWARI, D.; GARG, A.; KAUSHAL, A.; DUTTA, M.; MEZINA, A.; FROLKA, J. Enhancing Plant Disease Detection with CNNs and LLMs: A Comprehensive Approach to Diagnosis and Mitigation. In ICUMT 2024; 16th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops. Meloneras, Gran Canaria, Spain: 2024. p. 13-18. ISBN: 978-3-8007-6544-7.
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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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LEITGEB, D. Multipurpose Digital Audio Effect: Combining Different Techniques Within a Single Device. In Proceedings II of the 31st Conference STUDENT EEICT 2025 Selected Papers. Proceedings II of the Conference STUDENT EEICT. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2025. p. 149-153. ISBN: 978-80-214-6320-2. ISSN: 2788-1334.
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SPURNÝ, L.; IŠTVÁNEK, M.; JIRASKÝ, J. Paměť zvuku (Smetana–Dvořák–Janáček). K metodě zpracování zvukových nahrávek pomocí nástroje MemoVision. HUDEBNI VEDA, 2024, roč. 60, č. 4, s. 501-533. ISSN: 0018-7003.
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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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MEKYSKA, J.; ŠAFÁROVÁ, K.; TOMÁŠ, U.; BEDNÁŘOVÁ, J.; ZVONČÁK, V.; HAVIGEROVÁ, J.; ČUNEK, L.; GALÁŽ, Z.; MUCHA, J.; KLAUSZOVÁ, C.; FAÚNDEZ ZANUY, M.; FERRER, M.; DIAZ, M. Graphomotor and Handwriting Disabilities Rating Scale (GHDRS): towards complex and objective assessment. Australian Journal of Learning Difficulties, 2024, vol. 29, no. 1, p. 1-34. ISSN: 1940-4166.
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SINGH, A.; SENGAR, N.; DUTTA, M.K.; BURGET, R. A Shallow Convolution Neural Network for Predicting Lung Cancer Through Analysis of Histopathological Tissue Images. In TSP 2022: 2022 45th International Conference on Telecommunications and Signal Processing. Institute of Electrical and Electronics Engineers Inc., 2022. p. 126-131. ISBN: 9781665469487.
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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. no. 11, 1 p. ISSN: 2312-0541.
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LEPÍK, J.; ČIČATKA, M. Automating Antibiotic Susceptibility Testing with Machine Learning for Disk Diffusion Test Analysis. Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2024. p. 20-23.
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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.
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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.
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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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NOVÁK, 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. 499 p. ISBN: 978-80-214-6153-6.
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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.
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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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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.
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Jan Dorazil, Bernard H. Fleury, Franz Hlawatsch. Bayesian methods for optical flow estimation using a variational approximation, with applications to ultrasound. In IEEE ICASSP 2023. 2023. p. 1-5. ISBN: 978-1-7281-6327-7.
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ČIČATKA, M.; BURGET, R. Deep Learning for Agar Plate Analysis: Predicting Microbial Cluster Counts. Proceedings I of the 30th Student EEICT 2024 (General Papers). Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2024. p. 197-201.
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BALUŠÍK, P. Image demosaicing using Deep Image Prior. Proceedings II of the 29th Conference STUDENT EEICT 2023 Selected papers. Proceedings II of the Conference STUDENT EEICT. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2023. p. 17-20. ISBN: 978-80-214-6154-3. ISSN: 2788-1334.
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MEZINA, A. Impact of loss function on multi-frame super-resolution. In Proceedings I of the 27th Conference STUDENT EEICT 2021: General papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2021. p. 601-605. ISBN: 978-80-214-5942-7.
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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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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.
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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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POVODA, L.; BURGET, R.; RAJNOHA, M.; BREZANY, P. Novel Big Data Approach for Text Supported Service Operations Management. In Big Data and Blockchain for Service Operations Management: Studies in Big Data. 98. Springer Science and Business Media Deutschland GmbH, 2022. p. 163-189. ISBN: 978-3-030-87304-2.
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GOMEZ-VILDA, P.; GÓMEZ-RODELLAR, A.; MEKYSKA, J.; ÁLVAREZ-MARQUINA, A.; PALACIOS-ALONSO, D.; REKTOROVÁ, I. Assessing Laryngeal Neuromotor Activity from Phonation. International Journal of Neural Systems, 2025, vol. 35, no. 6, p. 1-19. ISSN: 0129-0657.
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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.
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ŠVENTO, M. Audio Declipping with Unfolded Douglas-Rachford Algorithm. In Proceedings II of the 31st Student EEICT 2025 (Selected Papers). Proceedings II of the Conference STUDENT EEICT. 1. 2025. p. 145-148. ISBN: 978-80-214-6320-2. ISSN: 2788-1334.
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HORÁKOVÁ, J.; SIKORA, P.; MIKLÁNEK, Š.; BAROK, D.; SCHIMMEL, J.; ŘÍHA, K. An intelligent epistemological tool for audiovisual analysis and mediation of video art archive. JOURNAL OF CULTURAL HERITAGE, 2024, vol. 68, no. July-August 2024, p. 298-306. ISSN: 1778-3674.
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KALENSKÁ, P.; RAJMIC, P.; GEBRTOVÁ, K.; DRUCKMÜLLER, M. A Novel Technique for the Extraction of Dynamic Events in Extreme Ultraviolet Solar Images. ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2024, vol. 275, no. 1, 10 p. ISSN: 1538-4365.
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MUCHA, J.; GAVENČIAK, M.; MEKYSKA, J.; FAÚNDEZ ZANUY, M.; BRABENEC, L.; REKTOROVÁ, I. Evaluation of Fractional Calculus and Delta Parameters in Prodromal Diagnosis of Dementia with Lewy Bodies utilizing Online Handwriting. In 2024 32nd European Signal Processing Conference (EUSIPCO). 32. Lyon, France: EURASIP, 2024. p. 1731-1735. ISBN: 978-9-4645-9361-7.
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JONÁK, M.; MUCHA, J.; JEŽEK, Š.; KOVÁČ, D.; CZÍRIA, K. SPAGRI-AI: Smart precision agriculture dataset of aerial images at different heights for crop and weed detection using super-resolution. AGRICULTURAL SYSTEMS, 2024, vol. 216, no. April 2024, p. 1-11. ISSN: 0308-521X.
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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.
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ŠVENTO, M.; RAJMIC, P.; MOKRÝ, O. Plug-and-play audio restoration with diffusion denoiser. In 2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC). Aalborg, Denmark: IEEE, 2024. p. 115-119. ISBN: 979-8-3503-6185-8.
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SKVARIL, Š. Lumped Parameter Method for Prediction of Sound Absorption Coefficient of Loudspeaker Placed in Closed Enclosure. Proceedings I of the 31th Student EEICT 2025 (General Papers). Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2025. 5 p. ISBN: 978-80-214-6153-6.
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MAHATA, S.; KUBÁNEK, D.; HERENCSÁR, N. Design of fractional-order transitional filters of the Butterworth-Sync-Tuned, Butterworth-Chebyshev, and Chebyshev-Sync-Tuned types: optimization, simulation, and experimental verification. COMPUTERS & ELECTRICAL ENGINEERING, 2024, vol. 116, no. 5, p. 1-35. ISSN: 0045-7906.
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MIZERA, J.; GENZOR, S.; SOVA, M.; STANKE, L.; BURGET, R.; JAKUBEC, P.; VYKOPAL, M.; POBEHA, P.; ZAPLETALOVÁ, J. The effectiveness of glucocorticoid treatment in post-COVID-19 pulmonary involvement. Pneumonia, 2024, vol. 16, no. 1, p. 1-10. ISSN: 2200-6133.
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Responsibility: Smékal Zdeněk, prof. Ing., CSc.