Courses – Fakultet tehničkih nauka u Novom Sadu

Subject: Algorithms of Image Processing in Control Systems (17.AU49)

Native organizations units: Sub-department for Automatic Control and Systems Engineering

Type of studies	Title

General information:

Category	Theoretical-methodological
Scientific or art field	Automatic Control and System Engineering
Interdisciplinary	No
ECTS	6

Educational goal:

Students acquire the basic knowledge about digital image, its forming, processing and analysis.

Educational outcome:

The acquired knowledge is used in the future education and professional courses.

Course content:

Fundamentals of digital image. 2D signals and systems. Properties of light and human visual system. Digital image formation. Image transformations. Methods for improving image quality. Spatial domain techniques for image processing. Frequency spectrum of an image. Image analysis and processing in frequency domain. Edge detection. Image segmentation. Binary image processing. Basic characteristics of medical image. Ultrasound recording A-mod, B-mod, TM-mod, C-mod, Doppler. Roentgen recording. Computer tomography. Nuclear magnetic resonance. Gamma camera, PET, SPECT. Medical image processing.

Teaching methods:

Lectures, computer practice, project tasks. Consultations.

Literature:

Authors	Title	Year	Publisher	Language
Popović, M.	Digitalna obrada slike	2006	Akademska misao, Beograd	Serbian language
Sonka, M., Fitzpatrick, J.M., (ed.)	Handbook of medical imaging. Volume 2, Medical image processing and analysis : [Part 1, 2]	2000	SPIE Press, Bellingham, Wash.	English
Gerard Blanchet and Maurice Charbit	Digital Signal and Image Processing using MATLAB	2006		English
Gonzalez, R.C., Woods, R.E.	Digital Image Processing (3rd Edition)	2008	Prentice-Hall, Inc., Upper Saddle River	English
K. Kirk Shung, M.B. Smith, B. Tsui	Principles of medical imaging	1992	Academic Press	English
Asit Kumar Datta, Madhura Datta, Pradipta Kumar Banerjee	Face Detection and Recognition	2016	CRC Press Taylor & Francis Group 6000 Broken Sound Parkway NW, Suite 300 Boca Raton, FL 33487-2742	English
D. Popović, M. Popović	Biomedicinska instrumentacija i merenja	1997	Nauka, Beograd	Serbian language