SGN-33007 Media Analysis, 5 cr
Lisätiedot
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.
Vastuuhenkilö
Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Opetus
| Toteutuskerta | Periodi | Vastuuhenkilö | Suoritusvaatimukset |
| SGN-33007 2016-01 | 3 - 4 |
Moncef Gabbouj Alexandros Iosifidis Jenni Raitoharju |
Attendance, computer project and or seminar and exam |
Osaamistavoitteet
Upon completion of this course, the students shall learn the basic concepts dealing with media analysis and processing.
Sisältö
| Sisältö | Ydinsisältö | Täydentävä tietämys | Erityistietämys |
| 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. |
Oppimateriaali
| Tyyppi | Nimi | Tekijä | ISBN | URL | Lisätiedot | Tenttimateriaali |
| 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 |
Esitietovaatimukset
| Opintojakso | P/S | Selite |
| 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.
Tietoa esitietovaatimuksista
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.
Vastaavuudet
| Opintojakso | Vastaa opintojaksoa | Selite |
| SGN-33007 Media Analysis, 5 cr | SGN-31006 Image and Video Processing Techniques, 6 cr |