COURSE STARTS ON MONDAY 15 NOVEMBER 2021 
in lecture room A335
University of Chemistry and Technology Technicka 5, Prague 6
MEETING AT 8:45 AT THE PORTER'S LODGE

Panorama
S4
DIGITAL SIGNAL AND IMAGE PROCESSING
WITH APPLICATIONS
PROGRAMME ATHENS 2021 - November 15-19
*** 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
S5

S5

ATHENS COURSE 2021 
Athens18



ATHENS

Day BLOCK A
9:00-12:00
BLOCK B
13:00-14:30
BLOCK C
14:30-16:00
Text Case Study
Projects
Monday
15-November 2021
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
MATLAB ATHENS_CS1
Tuesday
16-November 2021
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
Excursion to Digital Signal Processing Laboratory, UCT
Sleep, breathing and motion analysis       Ing.M.Schätz, PhD
DSP ATHENS_CS2
Wednesday
17-November 2021
Lecture: Digital filtering using difference equations, FIR and IIR filters, frequency domain filtering
Prof. A. Procházka, CSc
Case Study 3: DSP in prediction of energy consumption
Prof. A. Procházka, CSc

15:15 p.m.: Visit of the
Technical Museum

18:45 p.m.: Concert
in Bethlehem Chapel

ATHENS_CS3
Thursday
18-November 2021
Lecture: Signal and image analysis, discrete Wavelet transform, basic definitions, signal decomposition, de-noising, reconstruction
Prof. A. Procházka, CSc

Excursion to
Czech Institute of Informatics, Robotics and Cybernetics, CTU 
Prof. A. Procházka, CSc
Ing. P. Marek, Ing. J. Šedivý, CSc
Ing. K. Košnar, PhD
DSP Applications:
History and Interdisciplinary Applications of Computational Intelligence and Digital Signal and Image Processing
Prof. A.Procházka, CSc


Projects: DSP in signal and image processing
Friday
19-November 2021
Lecture: Computational intelligence, artificial neural networks, biomedical data processing, analysis of sport activities, smart cities, signal processing for robotic systems and computer vision
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
ATHENS_EXAM

DATA FILES Real Data Files: Biomedical Signals (EEG, MRI), Environmental Signals (Air Pollution), Energy Consumption (Gas) DATA

CS1 CS2 CS3

INFORMATIONS COURSE OVERVIEW:      PRESENTATION REFERENCES:      REFERENCES