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Course Catalog 2010-2011
SGN-5016 Multimedia Signal Processing, 4 cr |
Person responsible
Ireneusz Defee
Requirements
Final written examination, exercises and assignment.
Principles and baselines related to teaching and learning
The course is based on lectures and exercises.
Learning outcomes
After completing this course students acquires knowledge of basic aspects of multimedia signal processin. Student knows about human information processing system architecture and parameters and its relation to problems in multimedia signal processing. Student knows about selected image processing methods for multimedia information extraction and handling.
Content
| Content | Core content | Complementary knowledge | Specialist knowledge |
| 1. | Human perceptual input-output system and its properties, multimodal integration. Theories of higher-level human cognitive processing. Selected pattern processing methods based on compression techniques. Multimedia database retrieval. Media interfaces, visual and acoustical input. MPEG-7 standard. Multimedia content security and watermarking methods. | Human sensory system and brain operation | Cognitive science |
| 2. | Image processing methods for multimedia processing | Image processing methods | Advanced image processing |
| 3. | Histogram and eigenfaces for multimedia database retrieval | Image compression | Signal and video compression |
| 4. | MPEG-7 standard | Advanced signal, video and audio processing | Markup languages, XML |
| 5. | Selected problems in multimedia information handling | Advanced signal processing | Cryptography |
Evaluation criteria for the course
Course is graded on the basis of answers to exam questions. Very good grade is obtained when exam questions are correctly answered and exercises are done. Course acceptance threshold is half of the maximum exam points. Volunteer and personal bonus work is prized with increasing the exam result by one grade if the threshold is passed.
Assessment scale:
Numerical evaluation scale (1-5) will be used on the course
Study material
| Type | Name | Author | ISBN | URL | Edition, availability, ... | Examination material | Language |
| Lecture slides | "Multimedia Signal Processing" | Irek Defée | English |
Prerequisites
| Course | Mandatory/Advisable | Description |
| SGN-3156 Video Compression | Mandatory |
Prerequisite relations (Requires logging in to POP)
Correspondence of content
| Course | Corresponds course | Description |
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Additional information
Suitable for postgraduate studies