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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 18-November 2024 |
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: Discrete Fourier transform, properties, frequency components detection, window functions, applications Ing. D. Martynek |
Case Study 1: DSP in neurology: Motion symmetry analysis Ing. D.Martynek |
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| Tuesday 19-November 2024 |
Lecture: Z-transform, difference equations, system description, frequency transfer function
Prof. A. Procházka, CSc |
Lecture: DFT, short time Fourier transform, 2D DFT, data feature extraction Ing A. Molcanová |
Case Study 2: Sensors and data acquision: Signal processing methods Ing. A.Molcanová |
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| Wednesday 20-November 2024 |
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 21-November 2024 |
Case Study 3: Artificial Intelligence in Matlab environment: 3D Medical Data Segmentation Ing. A. Tochácková, 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 22-November 2024 |
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. A. Molcanová Ing. D. Martynek 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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