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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,
computational intelligence, the least square method, approximation and interpolation
Prof. A. Procházka |
Lecture: Discrete Fourier transform (DFT), frequency components detection Prof. A. Procházka |
Lecture: Discrete wavelet transforms (DWT), wavelet functions, signal decomposition, applications Dr. I. Šindelářová |
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| Tuesday 18-November 2025 |
Lecture: Functional transforms, DFT features, Z-transform, system description, frequency transfer function Prof. A. Procházka |
Lecture: Short time Fourier transform, 2D DFT, data feature extraction Prof. A. Procházka |
Case Study 1: Multidisciplinary signal processing, motion data acquisition Bc. T.Tumová |
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| Wednesday 19-November 2025 |
Lecture: Digital filtering using difference equations, FIR and IIR filters, frequency domain filtering Prof. A. Procházka |
Case Study 2: Sensors and data acquision: Signal processing methods Dr. M. Schätz |
15:15 p.m.: Visit of the |
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| Thursday 20-November 2025 |
Case Study 3: Artificial Intelligence in Matlab environment: Machine learning and applications Dr. J. Jirkovský, HUMUSOFT |
Excursion to Robotics and Machine Perception, Cloud Computing, and Intelligent Robots Depts, CTU CIIRC
Prof. V. Hlaváč Ing. J. Šedivý Ing. K. Košnar |
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 | Evaluation / 12:00 The list of participants and final presentations |
>> Scientific Board << Prof. A.Procházka Dr. I. Šindelářová Dr. M.Schätz |
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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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