SGN-33007 Media Analysis, 5 cr
Additional information
Content and project work in the course are changing each year to follow the recent trends in the field. The course must be passed completely during the year it is offered.
Suitable for postgraduate studies.
Person responsible
Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Lessons
| Implementation | Period | Person responsible | Requirements |
| SGN-33007 2016-01 | 3 - 4 |
Moncef Gabbouj Alexandros Iosifidis Jenni Raitoharju |
Attendance, computer project and or seminar and exam |
Learning Outcomes
Upon completion of this course, the students shall learn the basic concepts dealing with media analysis and processing.
Content
| Content | Core content | Complementary knowledge | Specialist knowledge |
| 1. | * the current approaches for searching, browsing, and mining various types of multimedia data such as images, and video. | ||
| 2. | * methods from machine learning and computer vision for image/video processing and analysis. | ||
| 3. | * a broad range of techniques that will be studied including multimedia features, video analysis and management, retrieval techniques, spatial indexing methods, long-term learning and Relevance Feedback, semantic-based retrieval techniques. |
Study material
| Type | Name | Author | ISBN | URL | Additional information | Examination material |
| Book | Content-Based Management of Multimedia Databases | Kiranyaz, S. and Gabbouj, M. | No | |||
| Book | Image Databases: Search and Retrieval of Digital Imagery | Vittorio Castelli and Lawrence D. Bergman | No | |||
| Book | Multimedia Information Retrieval and Management | D. Feng, W. C. Siu and H. J. Zhang | No |
Prerequisites
| Course | Mandatory/Advisable | Description |
| SGN-12000 Kuvan- ja videonkäsittelyn perusteet | Mandatory | 1 |
| SGN-12006 Basic Course in Image and Video Processing | Mandatory | 1 |
| SGN-13006 Introduction to Pattern Recognition and Machine Learning | Mandatory |
1 . The student must pass either one of the courses.
Additional information about prerequisites
The course SGN-41007 Pattern Recognition and Machine Learning would also be very useful, but not required to enroll in SGN-33007 Media Analysis course.
Correspondence of content
| Course | Corresponds course | Description |
| SGN-33007 Media Analysis, 5 cr | SGN-31006 Image and Video Processing Techniques, 6 cr |