SGN-33007 Media Analysis, 5 cr

Implementation SGN-33007 2019-01

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 Mohammad Al-Sad, 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/02 Thu 09.01.2020 12:00 - 14:00
SGN-33007 Media Analysis/Sem/01 Fri 10.01.2020 10:00 - 12:00
SGN-33007 Media Analysis/Sem/02 Thu 16.01.2020 12:00 - 14:00
SGN-33007 Media Analysis/Sem/01 Fri 17.01.2020 10:00 - 12:00
SGN-33007 Media Analysis/Sem/02 Thu 23.01.2020 12:00 - 14:00
SGN-33007 Media Analysis/Sem/01 Fri 24.01.2020 10:00 - 12:00
SGN-33007 Media Analysis/Sem/02 Thu 30.01.2020 12:00 - 14:00
SGN-33007 Media Analysis/Sem/01 Fri 31.01.2020 10:00 - 12:00
SGN-33007 Media Analysis/Sem/02 Thu 06.02.2020 12:00 - 14:00
SGN-33007 Media Analysis/Sem/01 Fri 07.02.2020 10:00 - 12:00
SGN-33007 Media Analysis/Sem/02 Thu 13.02.2020 12:00 - 14:00
SGN-33007 Media Analysis/Sem/01 Fri 14.02.2020 10:00 - 12:00
SGN-33007 Media Analysis/Sem/02 Thu 20.02.2020 12:00 - 14:00
SGN-33007 Media Analysis/Sem/01 Fri 21.02.2020 10:00 - 12:00

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