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Multimeadia Data Processing

Type of study Follow-up Master
Language of instruction Czech
Code 460-4058/01
Abbreviation ZMD
Course title Multimeadia Data Processing
Credits 4
Coordinating department Department of Computer Science
Course coordinator Ing. Jan Gaura, Ph.D.

Subject syllabus

Lectures:
- Digitalisation of the acoustic and image signals. Digital methods of signal processing. Camera systems.
- Introduction into the analysis of images and video sequences.
- Compression of image signals.
- Compression of video signals.
- Introduction into the sound synthesis and analysis.
- Distribution of multimedia data in DVB - fundamental principles. Creating the transport stream in DVB, systems of encryption.
- Introduction into virtual reality.
- Archiving and retrieving the sound and image documents.
- Introduction into augmented reality.
- Advanced techniques in augmented reality.

Computer labs:
- Cameras and camera systems, capturing images, fundamental operations with images.
- Image filtering, point operations.
- Fundamentals of digital processing of acoustic signals.
- Testing the algorithms for image/video compression.
- Streaming video and sound.
- Sound synthesis and analysis.
- Analysis of video sequences: motion detection, tracking the objects of interest.
- The use of image sensors in virtual reality.
- Augmented reality application development.
- Augmented reality application development.

E-learning

Basic materials are available on the educator's website: https://mrl.cs.vsb.cz//people/gaura/zmd_course.html

Literature

1. Spyrou, E., Iakovidis, D., Mylonas P.: Semantic Multimedia Analysis and Processing (Digital Imaging and Computer Vision), CRC Press, ISBN-10: 1466575492 , ISBN-13: 978-1466575493 , 2014
2. Maragos P., Potamianos, A., Gros, P.: Multimodal Processing and Interaction: Audio, Video, Text (Multimedia Systems and Applications), Springer, ISBN-10: 1441945482 , ISBN-13: 978-1441945488 , 2010
3. Sojka, E.: Digitální zpracování a analýza obrazů, učební texty, VŠB-TU Ostrava, 2000 (ISBN 80-7078-746-5).

Advised literature

1. Huang, Y., Benesty, J.: Audio Signal Processing for Next-Generation Multimedia Communication Systems, Springer, ISBN-10: 1402077688 , ISBN-13: 978-1402077685 , 2004
2. Simpson, W.: Video Over IP: IPTV, Internet Video, H.264, P2P, Web TV, and Streaming: A Complete Guide to Understanding the Technology, Focal Press, ISBN-10: 0240810848 , ISBN-13: 978-0240810843 , 2008
3. Candan, K., S., Sapino M., L.: Data Management for Multimedia Retrieval, Cambridge University Press, ISBN-10: 0521887399 , ISBN-13: 978-0521887397 , 2010