Courses – Fakultet tehničkih nauka u Novom Sadu

Subject: Principles of Object Representation and Recognition (17.IZOI81)

Type of studies	Title
Undergraduate Academic Studies	Information Systems Engineering (Year: 4, Semester: Winter)

General information:

Category	Scientific-professional
Scientific or art field	Information-Communication Systems
ECTS	5

The goal of the course is to introduce students with technical concepts of computer generated three-dimensional objects and scenes. Learning the basic concepts, students will be able to generate three-dimensional objects and scenes, as well as automatically recognize certain objects and/or parts of the scene using existing methods, and later improve these methods. The course is focused on the research of contemporary achievements in the field, as well as the acquisition of practical knowledge and skills for the students.

Upon completing this course, students will have knowledge and skills to recognize and represent three-dimensional objects and scenes, they will understand how human vision and three-dimensional perception work. These skills will help them to solve practical problems in the field using Matlab software.

The course covers: introduction to human vision, three-dimensional objects and scene generation, lighting, textures, cameras, object representation and recognition, representation of three-dimensional space, understanding complex scenes, recognition of human motions and activities.

Teaching is done through lectures using contemporary didactic methods. Exercises are performed in the computer lab, where students will have two project assignments.

Authors	Title	Year	Publisher	Language
Derek Hoiem, Silvio Savarese	Representation and techniques for 3D object recogcnition and scene interpretation	2011	Morgan Claypool Publishers	English
David Forsyth, Jean Ponce	Computer Vision: A modern approach	2011	Prentice Hall	English
Marschner, S., Shirley, P.	Fundamentals of Computer Graphics	2016	CRC Press, A K Peters	English
Mather, P.M.	Computer Procesding of Remotly-Sensed Images: An Introduction	2004	John Wiley&Sons, Chippenham	English
Gonzalez, R.C., Woods, R.E.	Digital Image Processing (3rd Edition)	2008	Prentice-Hall, Inc., Upper Saddle River	English
Marschner, S., Shirley, P.	Fundamentals of Computer Graphics	2016	CRC Press, A K Peters	English

Course activity	Pre-examination	Obligations	Number of points
Test	Yes	Yes	10.00
Written part of the exam - tasks and theory	No	Yes	30.00
Complex exercises	Yes	Yes	10.00
Project task	Yes	Yes	30.00
Test	Yes	Yes	10.00
Complex exercises	Yes	Yes	10.00