Logo ČVUT
CZECH TECHNICAL UNIVERSITY IN PRAGUE
STUDY PLANS
2018/2019

Retrieval from Multimedia

Login to KOS for course enrollment Display time-table
Code Completion Credits Range Language
MI-VMM.16 Z,ZK 5 2P+1C Czech
Lecturer:
Tomáš Skopal (guarantor)
Tutor:
Jiří Novák
Supervisor:
Department of Software Engineering
Synopsis:

The student obtains general knowledge regarding interfaces of portals providing multimedia content, the principles of similarity search, the methods of feature extraction from multimedia objects, indexing, and structure of distributed search engines.

Requirements:

Basic knowledge of database systems, data structures, programming, internet technologies, calculus.

Syllabus of lectures:

1. Web platforms for retrieval and sharing of multimedia content.

2. Web interfaces, modalities, and the quality of retrieval.

3. Text-based and bag-of-words models.

4. Similarity search model - models and queries.

5. Similarity search model - popular similarity functions.

6. Image features - MPEG-7 descriptors.

7. Local image features.

8. Video retrieval techniques.

9. Feature extraction from audio, music and melody.

10. Retrieval of 2D shapes and 3D models.

11. Principles of metric indexing.

12. Metric access methods.

13. Unified model of retrieval in (non)metric spaces.

Syllabus of tutorials:

1. Project topic presentation.

2. Group consultations.

3. Group consultations.

4. Individual consultations.

5. Individual consultations.

6. Project presentation.

7. Project presentation.

Study Objective:

The module introduces the technologies of retrieval of multimedia content on the web. Since multimedia applications and databases acquire even larger space on the web, the module offers a perspective to the future developers of multimedia applications and databases - in and out of the web environment.

Study materials:

course slides +

1) Ricardo Baeza-Yates, Berthier Ribeiro-Neto. Modern Information Retrieval: The Concepts and Technology behind Search, 2011, Addison-Wesley Professional, ISBN-10: 0321416910

2) Phillipe Salembier, B. S. Manjunath, Philippe Salembier, Thomas Sikora. Introduction to MPEG 7: Multimedia Content Description Language, 2002, Wiley, ISBN-10: 0471486787

3) K. Selçuk Candan, Maria Luisa Sapino. Data Management for Multimedia Retrieval, 2010, Cambridge University Press, ISBN-10: 0521887399

4) Pavel Zezula, Giuseppe Amato, Vlastislav Dohnal, Michal Batko. Similarity Search: The Metric Space Approach, 2005, Springer, ISBN-10: 0387291466

Note:
Further information:
https://moodle.fit.cvut.cz/courses/MI-VMM.16/
Time-table for winter semester 2018/2019:
06:00–08:0008:00–10:0010:00–12:0012:00–14:0014:00–16:0016:00–18:0018:00–20:0020:00–22:0022:00–24:00
Mon
Tue
roomTH:A-1247
Novák J.
11:00–12:30
EVEN WEEK

(lecture parallel1
parallel nr.101)

Thákurova 7 (FSv-budova A)
seminární místnost
roomTH:A-1247
Novák J.
12:45–14:15
EVEN WEEK

(lecture parallel1
parallel nr.103)

Thákurova 7 (FSv-budova A)
seminární místnost
roomTH:A-1247
Novák J.
11:00–12:30
ODD WEEK

(lecture parallel1
parallel nr.102)

Thákurova 7 (FSv-budova A)
seminární místnost
Fri
roomTH:A-s135
Skopal T.
16:15–17:45
(lecture parallel1)
Thákurova 7 (FSv-budova A)
As135
Thu
Fri
Time-table for summer semester 2018/2019:
Time-table is not available yet
The course is a part of the following study plans:
Data valid to 2019-05-27
For updated information see http://bilakniha.cvut.cz/en/predmet4652706.html