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*** Czech Technical University *** Czech Institute of Informatics, Robotics and Cybernetics Supported by EU Socrates Programme *** University of Chemistry and Technology *** Department of Computing and Control Engineering Digital Signal and Image Processing Research Group Prof. Ing. Aleš Procházka, CSc |
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| Day | BLOCK A 9:00-12:00 |
BLOCK B 13:00-14:30 |
BLOCK C 14:30-16:00 |
Text | Case Study Projects |
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| Monday 17-November 2025 |
Lecture: Introduction to signal processing, algorithmization in the MATLAB environment, visualization, programming tools,
structured arrays, selected methods of data processing, linear algebra, the least square method, approximation and interpolation
Prof. A. Procházka, CSc |
Lecture: Functional transforms, Discrete wavelet transforms, frequency components detection, applications Dr. I. Šindelárova |
Case Study 1: DSP in neurology Dr. I.Šindelárová |
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| Tuesday 18-November 2025 |
Lecture: Discrete Fourier transform, Z-transform, difference equations, system description, frequency transfer function Prof. A. Procházka, CSc |
Lecture: Short time Fourier transform, 2D DFT, data feature extraction Dr. M. Schatz |
Case Study 2: Sensors and data acquision: Signal processing methods Dr. M.Schatz |
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| Wednesday 19-November 2025 |
Lecture: Digital filtering using difference equations, FIR and IIR filters, frequency domain filtering Prof. A. Procházka, CSc |
Case Study 3: Biomedical signal processing Prof. A. Procházka, CSc |
15:15 p.m.: Visit of the |
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| Thursday 20-November 2025 |
Lecture: Artificial Intelligence in Matlab environment: Machine learning Dr. J. Jirkovský, HUMUSOFT |
Excursion to Robotics and Machine Perception, Cloud Computing, and Intelligent Robots Depts, CTU CIIRC Computer vision, conversational AI, mobile robots Prof. V. Hlavác, CSc Ing. J. Šedivý, CSc Ing. K. Košnar, PhD |
Projects: DSP in signal and image processing | ||
| Friday 21-November 2025 |
DSP Applications: History and Interdisciplinary Applications of Computational Intelligence and Digital Signal and Image Processing Prof. A.Procházka, CSc | Evaluation / 12:00 The list of participants and final presentations |
>> Scientific Board << Prof. A.Procházka, CSc Dr. I. Šindelárová Dr. M.Schätz, PhD |
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| DATA FILES | Real Data Files: Biomedical Signals (EEG, MRI), Environmental Signals (Air Pollution), Energy Consumption (Gas) |
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| INFORMATIONS |
COURSE OVERVIEW:
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REFERENCES:
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