COURSE STARTS ON MONDAY 13 NOVEMBER 2017
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 2017 - November 13-17
*** 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 2016
Athens16


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
13-November 2017		 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 		Case Study 1: DSP in environmental engineering: Spatial modelling of air pollution data
Ing. M.Mudrová, PhD 		Lecture: Z-transform, difference equations, system description
Prof. A. Procházka 		MATLAB ATHENS_CS1
Tuesday
14-November 2017		 Lecture: Discrete Fourier transform, properties, frequency components detection, short time Fourier transform, window functions, applications
Prof. A. Procházka 		Case Study 2: DSP in prediction of energy consumption: Autoregressive models
Lecture: Adaptive systems, pattern recognition
Prof. A. Procházka 		DSP ATHENS_CS2
Wednesday
15-November 2017		 Lecture: Digital filtering using difference equations, FIR and IIR filters, frequency domain filtering
Prof. A. Procházka 		Case Study 3: DSP in biomedical signal and image processing

Visit of the
Technical Museum
Ing. O.Tupa

 ATHENS_CS3
Thursday
16-November 2017		 Lecture: Signal and image analysis, discrete Wavelet transform, basic definitions, signal decomposition, de-noising, reconstruction
Prof. A. Procházka 		Excursion to
Czech Institute of Informatics, Robotics and Cybernetics, CTU 
Prof. A. Procházka 		Excursion to Digital Signal Processing Laboratory, UCT
Sleep, breathing and motion analysis
Ing. M.Schätz, Ing. O. Tupa
Friday
17-November 2017		 Lecture: Computational intelligence, artificial neural networks, biomedical data processing, analysis of sport activities, smart cities, signal processing for robotic systems and computer vision

History and Interdisciplinary Applications of Digital Signal and Image Processing
Prof. A.Procházka 		Evaluation
Presentations 		>> Scientific Board <<
Prof. A.Procházka,
Ing. Z. Krbcová,
Ing. Jakub Kopal,
RNDr. P.Cejnar,
Ing. M.Schätz,
Ing. O.Tupa
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