Courses – Fakultet tehničkih nauka u Novom Sadu

Subject: Digital Image Processing Algorithms (17.DE412)

Native organizations units: Department of Power, Electronic and Telecommunication Engineering

Type of studies	Title
Doctoral Academic Studies	Biomedical Engineering (Year: 2, Semester: Winter)
Doctoral Academic Studies	Power, Electronic and Telecommunication Engineering (Year: 2, Semester: Winter)

General information:

Category	Scientific-professional
Scientific or art field	Telecommunications and Signal Processing
ECTS	10

Advanced algorithms in digital mage processing. Understanding and implementation of the state-of-the-art algorithms based on the latest journal publications and final project.

Students will be able to understand algorithms used in digital image processing and can expand their knowledge by working at a particular topic related to their PhD thesis.

Line and edge detection. Image compression. Image restoration. Image matching. Parallel algorithms for digital image processing. Multi-frequency processing, search and description of image singularities, combining images from multiple sources. Part of the course is based on the research work in the specific field of interest with application of digital image processing algorithms.

Lectures. Consultations. Study and research work is based on the journal publications, organization and conduction of experiments as well as statistical analysis of data, numerical simulations, and writing a paper in the specific scientific area of the doctoral dissertation.

Authors	Title	Year	Publisher	Language
Tania Stathaki	Image Fusion: Algorithms and Applications	2008	Academic press/Elsevier	English
William K. Pratt	Digital Image Processing	2017	Wiley	English
Goodfellow, I., Bengio, Y., Courville, A.	Deep Learning	2017	MIT Press, Cambridge	English
Gonzalez, R.C., Woods, R.E.	Digital Image Processing (3rd Edition)	2008	Prentice-Hall, Inc., Upper Saddle River	English
Alan Bovik	Handbook of Image and Video Processing	2005	Academic Press	English