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Poslední úprava: Procházka Aleš prof. Ing. CSc. (04.07.2012)
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Poslední úprava: Procházka Aleš prof. Ing. CSc. (04.07.2012)
[1] T. Bose: Digital Signal and Image Processing, Wiley, 2004
[2] Vaseghi S.V.: Multimedia Signal Processing, Wiley, 2007.
[3] http://uprt.vscht.cz/prochazka/pedag/DSPc.htm |
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Poslední úprava: Procházka Aleš prof. Ing. CSc. (04.07.2012)
In the frame of computational laboratories it is necessary to evaluate 3 projects including mathematical analysis of methods used and their verification in the MATLAB/Simulink environment. During exam the knowledge of mathematical metods of signal and image analysis and processing is verified together with their algorithmic implementation (http://uprt.vscht.cz/prochazka/pedag/ATHENSe.htm). |
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Poslední úprava: Procházka Aleš prof. Ing. CSc. (04.07.2012)
1. Algorithmic tools of digital signal processing, fundamentals of MATLAB environment
2. Numerical, symbolic and visualization tools of MATLAB, data files processing
3. Time-domain signal representation, difference equations, selected statistical methods
4. Frequency-domain signal analysis, sampling, discrete Fourier transform, decomposition
5. Spectrum estimation, aliasing, short-time Fourier transform, window functions
6. Z-transform and system description, discrete transfer function, frequency transfer function
7. Digital filters, basic methods in the time domain, convolution, FIR filters, filter banks
8. IIR filters, basic properties, signal decimation
9. Filtering methods in frequency domain, signal reconstruction, window functions
10. Linear methods of time series modelling and prediction, SVD a QR algorthm, model selection
11. Nonlinear methods of signal processing, median filters, principles of neural networks
12. Basic methods of image analysis, 2D Fourier transform, image processing
13. Signal processing in engineering, signal prediction, Simulink environment, basic blocks
14. Biomedical signal and image processing |