Subject: Information in multimedia (17.IZMI07 )
Native organizations units: No data
Study programmes of the course:
| Type of studies | Title |
|---|---|
| Master Academic Studies | Information Systems Engineering (Godina: 1, Summer) |
| Master Academic Studies | Industrial Engineering (Godina: 1, Summer) |
Educational goal:
The goal of the course is to introduce the students to the basic concepts of multimedia data processing and the extraction of information from such data, focusing image and video.
Educational outcome:
Upon completing the course, the students will have the knowledge and skills that will enable them to efficiently conduct research in the domain of multimedia processing and develop practical IT solutions. They will also receive practical training in multimedia data processing and development of programs based on widely used computer vision and multimedia processing environments and libraries (Matlab Image Processing Toolkit, OpenCV, Python scikit-image).
Course content:
The course will cover the following areas: basic concepts of acquisition and storing of visual signals, geometric operations over images, mathematical morphology, edge detection, image segmentation, feature extraction and their representation, motion estimation and object tracking. The theory will be accompanied with practical training in Matlab, OpenCV and Python.
Teaching methods:
Lectures and labs, tests and an exam assignment. The labs will focus on enabling the students to use Matlab, OpenCV and Pyhton for multimedia processing. The students’ knowledge of the theory will be evaluated using tests. The individual assignment will consist of the practical implementation of programs of suitable complexity.
Literature:
| Authors | Title | Year | Publisher | Language |
|---|---|---|---|---|
| 2013 | English | |||
| 2011 | English | |||
| Ćulibrk, D. | Otkrivanje znanja iz podataka: odabrana poglavlja | 2012 | Serbian language |
Knowledge evaluation:
| Course activity | Pre-examination | Obligations | Number of points |
|---|---|---|---|
| Project | Yes | Yes | 40.00 |
| Oral part of the exam | No | Yes | 30.00 |
| Test | Yes | Yes | 10.00 |
| Test | Yes | Yes | 10.00 |
| Test | Yes | Yes | 10.00 |
Lecturers:
prof. dr Pap Ištvan
Full Professor
Lectures
prof. dr Ćulibrk Dubravko
Full Professor
Lectures
Asistent Nakomčić Andrea
Assistant - Master
Computational classes
prof. dr Pap Ištvan
Full Professor
Computational classes
Faculty of Technical Sciences
© 2024. Faculty of Technical Sciences.
Contact:
Address: Trg Dositeja Obradovića 6, 21102 Novi Sad
© 2024. Faculty of Technical Sciences.