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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 20-November 2023 |
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: Z-transform, difference equations, system description
Prof. A. Procházka, CSc |
Case Study 1: DSP in environmental engineering: Spatial modelling of air pollution data Ing. M.Mudrová, PhD |
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| Tuesday 21-November 2023 |
Lecture: Discrete Fourier transform, properties, frequency components detection,
short time Fourier transform, window functions, applications Prof. A. Procházka, CSc |
Case Study 2: DSP in biomedical signal and image processing Prof. A. Procházka, CSc |
Case Study 3: DSP in prediction of energy consumption Ing. M.Schatz, PhD |
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| Wednesday 22-November 2023 |
Lecture: Digital filtering using difference equations, FIR and IIR filters, frequency domain filtering Prof. A. Procházka, CSc |
Lecture: Discrete Wavelet transform, signal decomposition, de-noising, reconstruction Prof. A. Procházka, CSc |
15:15 p.m.: Visit of the |
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| Thursday 23-November 2023 |
Excursion to Robotics and Machine Perception, Cloud Computing, and Intelligent Robots Depts, CTU CIIRC Computer vision, conversational AI, mobile robots Prof. V. Hlavác, PhD Ing. J. Šedivý, CSc Ing. K. Košnar, PhD |
Excursion to MathWorks / Humusoft Prague Computational Intelligence, neural Networks, and deep learning in Matlab environment Ing. P. Byron, CSc Ing. J. Jirkovský, PhD |
Projects: DSP in signal and image processing | ||
| Friday 24-November 2023 |
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 Ing. M. Yadollahi, PhD RNDr. P.Cejnar, PhD Ing. 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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