Mathematical models in image processing | Faculty of Technical Sciences

Subject: Mathematical models in image processing (17.0M553)

Type of studies	Title
Master Academic Studies	Mathematics in Engineering (Year: 2, Semester: Summer)

General information:

Category	Theoretical-methodological
Scientific or art field	Teorijska i primenjena matematika
ECTS	6

The goal of this subject is to provide introduction of mathematical functions and transformations often used in image processing. Thorough analysis of this mathematical models allows their application in a wide filed of image processing tasks.

Students will acquire knowledge of most important mathematical properties of different image processing operators.

1. basic concepts of image processing. 2. Linear transformations. 3. Image enhancement. 4. Fourier transform. 5. Radon transform. 6. Experimental work in Matlab environment.

Lectures. Mentor type work. Experimental work in the computer laboratory.

Authors	Title	Year	Publisher	Language
Avinash C. Kak, Malcolm Slaney	Principles of Computerized Tomographic Imaging	1988	IEEE Press	English
Stanley R. Deans	The Radon Transform and Some of Its Applications	2007	Courier Corporation	English
Gonzalez, R.C., Woods, R.E.	Digital Image Processing (3rd Edition)	2008	Prentice-Hall, Inc., Upper Saddle River	English