SGN-33007 Media Analysis, 5 cr
Implementation SGN-33007 2018-01
Description
Upon completion of this course, the students shall learn the basic concepts in media analysis, including
* the current approaches for searching, browsing, and mining various types of multimedia data such as images, and video.
* methods from machine learning and computer vision for image/video processing and analysis.
* 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.
Lessons
| Period | 3 |
| Methods of instruction | Seminaari |
| Person responsible | Moncef Gabbouj, Jenni Raitoharju |
Assessment scale
Evaluation scale passed/failed will be used on the course
Requirements
Attendance, computer project and or seminar and exam
Additional information of course implementation
Recommended for MSc level and postgraduate students
| SGN-33007 Media Analysis/Sem/01 | Tue 08.01.2019 | 14:00 - 16:00 |
| SGN-33007 Media Analysis/Sem/02 | Thu 10.01.2019 | 14:00 - 16:00 |
| SGN-33007 Media Analysis/Sem/01 | Tue 15.01.2019 | 14:00 - 16:00 |
| SGN-33007 Media Analysis/Sem/02 | Thu 17.01.2019 | 14:00 - 16:00 |
| SGN-33007 Media Analysis/Sem/01 | Tue 22.01.2019 | 14:00 - 16:00 |
| SGN-33007 Media Analysis/Sem/02 | Thu 24.01.2019 | 14:00 - 16:00 |
| SGN-33007 Media Analysis/Sem/01 | Tue 29.01.2019 | 14:00 - 16:00 |
| SGN-33007 Media Analysis/Sem/02 | Thu 31.01.2019 | 14:00 - 16:00 |
| SGN-33007 Media Analysis/Sem/01 | Tue 05.02.2019 | 14:00 - 16:00 |
| SGN-33007 Media Analysis/Sem/02 | Thu 07.02.2019 | 14:00 - 16:00 |
| SGN-33007 Media Analysis/Sem/01 | Tue 12.02.2019 | 14:00 - 16:00 |
| SGN-33007 Media Analysis/Sem/02 | Thu 14.02.2019 | 14:00 - 16:00 |
| SGN-33007 Media Analysis/Sem/01 | Tue 19.02.2019 | 14:00 - 16:00 |
| SGN-33007 Media Analysis/Sem/02 | Thu 21.02.2019 | 14:00 - 16:00 |
Study material
| Type | Name | Author | ISBN | Additional information | Language | Examination material |
| Book | Artificial Intelligence Now - Current Perspectives from O'Reilly Media | T. McGovern, Ed | Online book | English | No | |
| Book | Content-Based Management of Multimedia Databases | Kiranyaz, S. and Gabbouj, M. | English | No | ||
| Book | Data Warehousing in the Age of Artificial Intelligence | G. Orenstein, C. Doherty, M. Boyarski and E. Boutin | Online book | English | No | |
| Book | Deep Learning | Ian Goodfellow, Yoshua Bengio, and Aaron Courville | Online book | English | No | |
| Book | Image Databases: Search and Retrieval of Digital Imagery | Vittorio Castelli and Lawrence D. Bergman | English | No | ||
| Book | Multimedia Information Retrieval and Management | D. Feng, W. C. Siu and H. J. Zhang | English | No |