Course detail

Multimedia Data in Biomedicine

FEKT-CMSDAcad. year: 2012/2013

Elements of acoustic and visual perception. Image and acoustic signals, objective and subjective quality. Special methods of multimedia signal processing: Acquisiton of image and audio-video data and their processing, image and video analysis. Standards of lossless and lossy compression of image, audio and video data. Formats of signal, image and video files. Transmition, archiving and protection of multimedia data.

Language of instruction

English

Number of ECTS credits

5

Mode of study

Not applicable.

Guarantor

prof. Ing. Jiří Jan, CSc.

Department

Department of Biomedical Engineering (UBMI)

Learning outcomes of the course unit

Basic knowledge on multimedia data characteristics, perception, processing, transmission and archiving, also with respect to Internet utilisation

Prerequisites

The subject knowledge on the secondary school level is required. and knowledge of digital signal processing

Co-requisites

Not applicable.

Planned learning activities and teaching methods

Teaching methods depend on the type of course unit as specified in the article 7 of BUT Rules for Studies and Examinations.

Assesment methods and criteria linked to learning outcomes

final written exam

Course curriculum

1. Multimedial signals and data, definitions and properties
2. Theory of multidimensional signals and systems - original domain
3. Theory of multidimensional signals and systems - frequency domain
4. Multidimensional unitary transforms and their properties
5. Models of psychophysiology of human sight and hearing
6. Enhancement of images - contrast and colour transforms, geometrical transforms
7.Enhancement of images - sharpening and noise reduction, principles of image restoration
8. Basics of image analysis - segmentation, texture analysis
9. Basics of image analysis - object recognition, stereoanalysis, motion analysis
10. Particularities of acoustic signal processing
11. Principles of multimedial data compression
12. Lossles and lossy methods of image and video data compression, properties and parameters
13. Lossles and lossy methods of acoustic data compression, properties and parameters

Work placements

Not applicable.

Aims

Gainig basic knowledge on multimedia signals, their relation to perception, corresponding technical characteristics, methods of processing and preparation for communication via data network

Specification of controlled education, way of implementation and compensation for absences

computer labs

Recommended optional programme components

Not applicable.

Prerequisites and corequisites

Not applicable.

Basic literature

Jan, J.: Digital signal filtering, analysis and restoration. IEE London 2000
Jan, J.: Medical Image Processing, Reconstruction and Restoration. CRC Publ., 2005

Recommended reading

A.K.Jain: Fundamentals of Digital Image Processing. Prentice Hall 1989
Levický, D.: Multimediálne telekomunikácie. Elfa Košice, 2002

Classification of course in study plans

  • Programme EECC Bc. Bachelor's

    branch BC-MET , 3 year of study, winter semester, elective interdisciplinary
    branch BC-EST , 3 year of study, winter semester, elective specialised

Type of course unit

 

Lecture

26 hod., optionally

Teacher / Lecturer

prof. Ing. Jiří Jan, CSc.

Syllabus

Elements of auditory and visual perception
Properties of acoustic and image signals, objective and subjective quality
Methods for acquisition and archiving of acoustic,image and video data
Basic processing of acoustic records
Basic processing of image data. Presentation of image data
Elements of analysis and sgmentation of images and video-sequencies, preseentation of scene. Connection to computer graphics
Editing of image, audio and video data.
Software means for image and audio processing
Compression of audiovisual data, based on perceptual limitations
Main characteristics of standards of compression and reconstruction of audio signals
Main characteristics of standards of compression and reconstruction of images and videosequencies
Formats of multimedia data files, means of copyright protection
Transmition and archiving of multimedia data in datat networks

Exercise in computer lab

26 hod., compulsory

Teacher / Lecturer

prof. Ing. Jiří Jan, CSc.

Syllabus

Becoming acquinted with software means for multimedia
Measurement of properties of acoustic and image signals
Experimental acquisition and archiving of acoustic,image and video data
Basic processing of acoustic records
Basic processing of image data. Presentation of image data
Experimental analysis and sgmentation of images and video-sequencies
Computer editing of image, audio and video data.
Design and realisation of a multimedia presentation
Experiments with compression of audiovisual data
Working with standards of compression and reconstruction of audio signals
Working with standards of compression and reconstruction of images and video-sequencies
Testing formats of multimedia data files and means of copyright protection
Transmition and archiving of multimedia data on Internet