COURSE STARTS ON MONDAY 20 NOVEMBER 2023 
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 2023 - November 20-24
*** 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 2023 
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
20-November 2023
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
Prof. A. Procházka, CSc
Case Study 1: DSP in neurology: Gait symmetry analysis
Bc. A.Molcanová
MATLAB ATHENS_CS1
Tuesday
21-November 2023
Lecture: Z-transform, difference equations, system description
Prof. A. Procházka, CSc
Lecture: DFT, short time Fourier transform, frequency transfer function
Prof. A. Procházka, CSc
Case Study 2: Sensors and data acquision: Signal processing methods
Ing. M.Schatz, PhD
DSP ATHENS_CS2
Wednesday
22-November 2023
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
Technical Museum

ATHENS_CS3
Thursday
23-November 2023
Case Study 3: Deep learning in Matlab environment: Computational intelligence in recognition problems
Ing. J. Jirkovský, PhD
Excursion to Robotics and Machine Perception, Cloud Computing, and Intelligent Robots Depts, CTU CIIRC 
Computer vision, conversational AI, mobile robots
Prof. V. Hlavác, PhD
Ing. J. Šedivý, CSc
Ing. K. Košnar, PhD
Projects: DSP in signal and image processing
Friday
24-November 2023
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. 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