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Last update: Kukal Jaromír doc. Ing. Ph.D. (13.06.2018)
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Last update: Kukal Jaromír doc. Ing. Ph.D. (13.06.2018)
Students will be able to: Recognize what kind of functional transform should be useful for signal processing in given task. Decide what technique of signal enhancement would improve its quality related to given application and signal processing aims. Apply special statistical methods in combination with variational calculus to design novel methods of signal processing. |
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Last update: Soušková Hana Ing. Ph.D. (18.06.2018)
R: Gonzales, R.C., Woods, R.E., Digital Image processing (4th edition), Pearson, New York, 2017. R: Mitra, S.K., Sicuranza, G.L., Nonlinear Image Processing, Academic Press, New York, 2001. R: King, W., Hilbert Transforms, Vol.1, Cambridge University Press, Cambridge, 2009.
A: Aubert, G., Kornprobst, P., Mathematical Problems in Image Processing: Partial Differential Equations and the Calculus of Variations (2nd edition), Springer, New York, 2006. |
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Last update: Kukal Jaromír doc. Ing. Ph.D. (03.09.2018)
internal materials |
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Last update: Kukal Jaromír doc. Ing. Ph.D. (13.06.2018)
Lectures, preparing of project about signal analysis related to subject of doctoral study. |
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Last update: Kukal Jaromír doc. Ing. Ph.D. (13.06.2018)
The lectures and individual projects will be focused on: 1.Digital signal and its properties in frequency domain. 2.Statistical properties of sampled signal. 3.Functional transforms for signal processing (Laplace,Fourier,Hilbert,Z,DFT,FFT,DHT) 4.Signal enhancement techniques (filtering,smoothing,sharpening, deconvolution,reconstruction) 5.Signal analysis (spectrum, coherence, chaos descriptors, fractal analysis) 6.Local signal processing via robust statistical methods (M-estimates,L-estimates, special distributions) 7.Regularized methods of signal processing. 8.Variational approach in signal processing. 9.Signal as subject of pattern classification. 10.Generalization to 2D and 3D images.
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Last update: Kukal Jaromír doc. Ing. Ph.D. (13.06.2018)
None |
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Last update: Kukal Jaromír doc. Ing. Ph.D. (13.06.2018)
None |
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Last update: Kukal Jaromír doc. Ing. Ph.D. (13.06.2018)
Preparing and defense of individual project followed by oral examination. |
Coursework assessment | |
Form | Significance |
Regular attendance | 40 |
Oral examination | 60 |