UNIVERSITY OF MONTENEGRO Faculty of Electrical Engineering



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UNIVERSITY OF MONTENEGRO Faculty of Electrical Engineering www.ucg.ac.me www.etf.ac.me

UNIVERSITY OF MONTENEGRO Faculty of Electrical Engineering Consisted of 28 units (faculties and research institutes) 85 study programs About 15 000 students The regulative is completely adopted by Bologna declaration

l One of the oldest units at the University of Montenegro l Over 2000 undergraduate and graduate students l The Faculty cherishes high teaching standards and fruitful research activities l It is located in the heart of the University campus, in the quiet part of the capital Podgorica.

l For almost 50 years the Faculty of Electrical Engineering has made an eminent contribution to the modern life in various aspects of modern information society in Montenegro: power engineering, telecommunications, electronics devices, computer engineering and technologies.

l Full Professor 15 l Associate Professor 6 l Assistant Professor 12 l Teaching Assistants (Ph. D. and M.S. students) 20 Technical staff 8

l Our Professors are Editors and members of world leading journals and scientific societies: IEEE Transactions on Image Processing (2005 2009) IEEE Transactions on Signal Processing (since 2008). IEEE Signal Processing Letters (2005 2008.) Special issue of IEE Signal Processing on techniques for ISAR and feature extraction 2010 Leading Guest Editor for Spec. Issue Time-Frequency Analysis and its Applications in Multimedia in EURASIP JASP 2010 Guest Editors for Special issue on Robust Signal Processing of Nonstationary Signals in EURASIP JASP 2011 Guest Editors for the special issue Fourier Related Transforms in Signal Processing -2011

l IN THE LAST 5 YEARS: More that 120 papers published in the leading Scientific Journals More that 200 papers published at the conferences More that 20 International projects (mainly financed by EU) More than 80 domestic projects More informations are available at: www.etf.ac.me (Publications)

l Faculty of Electrical Engineering now offers three degree levels l in the academic studies: Bachelor (BS), Master (MS) Doctor (PhD), l two levels in the applied studies: Bachelor (BApp) Master (MApp).

l LABORATORY FOR DIGITAL SIGNAL PROCESSING Time-frequency signal analysis Radar signal processing Radar imaging (SAR and ISAR) Filtering

l Multimedia Lab Audio, image and video processing Digital watermarking Motion parameter estimation Time-frequency signal analysis

l LABORATORY FOR TELECOMMUNICATION 4G mobile communications New generation of wireless networks Internet telephony VOIP Network testing center

l LABORATORY FOR ELECTRONICS FPGA Medical electronics Smart electronic cards Real-time measurements

l LABORATORY FOR ELECTRICAL MACHINES AND DRIVES Electromechanical energy conversion Design of electrical machines Quality testing

l LABORATORY FOR ELECTRICAL MEASUREMENTS Design and evaluation of measurement instruments Measurements in electronics Testing of digital instruments

l LABORATORY FOR ELECTRICAL MEASUREMENTS Design and evaluation of measurement instruments Measurements in electronics Testing of digital instruments

Computer LABS

Computer LABS

l Multimedia Lab Collaborations and joint journal papers with: INPG Grenoble, Villanova University, PA Lomonosov University, Moscow University fo Sophie Antipolis University of Toulouse University of Rijeka Bonn-Rhein-Sieg UN etc.

l Multimedia Lab Research Time-Frequency analysis in multimedia systems l l Video compression based on the time-frequency analysis and Hermite projection method Digital image/audio/video watermarking for multimedia data protection frequency time

l Multimedia Lab Research l Time-frequency analysis theoretical contributions: new time-frequency tools and distributions l Time-frequency analysis in biomedical applications l Communications, Radar data analysis l Hardware design (digital and analogue)

l Courses l Multimedia systems basic l Multimedia systems advanced l Digital audio/image/signal processing l Information and experts systems l Java programming and applications l Internet technologies and services l Digital electronic devices l Databases l etc.

Multimedia signals and systems - book l l 1 MATHEMATICAL TRANSFORMS FOR PROCESSING MULTIMEDIA SIGNALS Fourier transform, Filtering in the frequency domain, Time-frequency analysis of signals, time-frequency representations, Wavelet transform, Filter bank, Hermitian functions 2 DIGITAL AUDIO Nature of sound, Systems for playback of audio tracks, Sampling and quantization of audio signals, Nonlinear quantization, Speech signal, Psychoacoustic effects, Audio masking, Compression of audio signals(lossless and lossy: MPEG I Layer,MPEG Layer II, MPEG Layer III (MP3), l 3 PRINCIPLES OF STORAGE AND TRANSMISSION OF DIGITAL AUDIO SIGNALS Compact Disc CD, Encoding CD, Disk Mini,Super Audio CD (SACD), DVD-audio Principles of transferring digital audio data - DAB (Digital Audio Broadcasting) l 4 DIGITAL IMAGES Basic concepts of digital record images, Elementary algebraic operations with images, Basic geometric operations, Characteristics of a human eye, Color models, Filtering, Image sharpening, Emphasizing the details of an image, Analysis of image content, Texture, Edge Detection, Data compression l 5 DIGITAL VIDEO Standards for digital video, Analysis of movements in a video sequence, Compression of digital video signals, MPEG-1, MPEG-2, MPEG-4, VCEG, H.261, H.263, H264/MPEG4-AVC, Flow and distortion, The protocols for the transmission of multimedia data, H.323 multimedia conference, SIP protocol, Audio in TV signal, Video signal processor l 7 MULTIMEDIA COMMUNICATIONS

THANK YOU FOR YOUR ATTENTION