Courses – Fakultet tehničkih nauka u Novom Sadu

Subject: Selected Topics in Digital Image Processing with Applications in Data Science (17.DRNI21)

Type of studies	Title
Doctoral Academic Studies	Computing and Control Engineering (Year: 2, Semester: Winter)

General information:

Category	Scientific-professional
Scientific or art field	Applied Computer Science and Informatics
ECTS	10

Training students to independently research the literature and to independently conduct research in the field of digital image processing and its application in data science.

Students will be trained to independently research the literature and to independently conduct research in the field of digital image processing and its application in data science.

State-of-the-art methods and techniques in digital image processing. Image segmentation. Descriptor extraction. Image content analysis. Data extraction from digital images and their analysis. Knowledge extraction using algorithms from digital image processing. Using advanced digital image processing algorithms and methods in data science.

Forms of teaching include: lectures, practical work on computers, developing projects, as well as consultations. During the lecture classes the content of the course is presented using the necessary didactic materials and stimulating the active participation through presentation of the assigned materials. The practical component is covered through computer work. The student is obliged to develop an independent project.

Authors	Title	Year	Publisher	Language
Različite grupe autora	Monografske publikacije i radovi iz oblasti digitalne obrade slika i nauke o podacima	2017		English
R. Hartley, A. Zisserman	Multiple View Geometry in Computer Vision	2004	Cambridge University Press	English
Szeliski, R.	Computer vision: algorithms and applications	2011	Springer, London	English
S. Birchfield	Image Processing and Analysis	2017	CANGAGE Learning	English