Dr Vladimir Stankovic

Reader

Electronic and Electrical Engineering

Personal statement

The goal of my research is to open novel scientific horizons by bringing together communications, multimedia, signal processing, machine learning, and energy via problem-solving research and through advanced user-centric design approaches.

My research broadly consists of developing novel theoretical foundations, algorithmic and system design solutions, as well as practical demonstrations for efficient acquisition, processing and communications of data. The work ranges from core signal/image processing, information and communication theory and machine learning research necessary for establishing performance limits and developing algorithms to practical system designs through implementation, visualization and user-centric design methods. I am particularly interested in energy-aware and environmentally-oriented information and communication technology (ICT): from low-power acquisition, processing, and communications, to application-driven data analysis for healthcare monitoring and smart homes/buildings.

Expertise

Has expertise in:

    • Wireless communications systems
    • Multimedia processing and communications
    • Signal/image processing
    • Information theory
    • Source-channel-network coding
    • Energy disaggregation
    • Motion analysis

Prizes and awards

Finalist of the World first 10K Best paper Award (Top 3%)
Recipient
12/7/2017
IEEE Multimedia Signal Processing Workshop (MMSP) top 10% best paper award 2010
Recipient
10/2010

more prizes and awards

Qualifications

  • PhD (Dr-Ing), University of Leipzig, Germany, 2003
  • MEng (Dipl-Ing) Electrical Engineering, University of Belgrade, 2000.

Professional activities:

  • Senior Member of IEEE
  • Associate Editor for IEEE Transactions on Image Processing (2012-2017)
  • Editor at Large for IEEE¬†Transactions on Communications (2011-)
  • Associate Editor for IEEE Communications Letters (2006-2011)
  • Area Editor for¬†Elsevier Signal Processing: Image Communication
  • General Chair IEEE Multimedia Signal Processing (MMSP) Workshop 2017

Publications

Distinct feature extraction for video-based gait phase classification
Ye Minxiang, Yang Cheng, Stankovic Vladimir, Stankovic Lina, Cheng Samuel
IEEE Transactions on Multimedia (2019)
https://doi.org/10.1109/TMM.2019.2942479
Factors that contribute to the use of stroke self-rehabilitation technologies : a review
Vourganas Ioannis, Stankovic Vladimir, Stankovic Lina, Kerr Andrew
JMIR Biomedical Engineering Vol 4 (2019)
https://doi.org/10.2196/13732
Automation enhancement and accuracy investigation of a portable single-camera gait analysis system
Yang C, Ugbolue U C, McNicol D, Stankovic V, Stankovic L, Kerr A, Carse B, Kaliarntas K, Rowe P J
IET Science, Measurement and Technology Vol 13, pp. 563-571 (2019)
https://doi.org/10.1049/iet-smt.2018.5246
Distributed intelligent illumination control in the context of probabilistic graphical models
Cosovic M, Devaja T, Bajovic D, Machaj J, McCutcheon G, Stankovic V, Stankovic L, Vukobratovic D
4th International Conference on Smart and Sustainable Technologies 2019 (2019)
Deep graph regularized learning for binary classification
Ye Minxiang, Stankovic Vladimir, Stankovic Lina, Cheung Gene
2019 International Conference on Acoustics, Speech, and Signal Processing, pp. 3537-3541 (2019)
https://doi.org/10.1109/ICASSP.2019.8682725
A generic optimisation-based approach for improving non-intrusive load monitoring
He Kanghang, Jakovetic Dusan, Zhao Bochao, Stankovic Vladimir, Stankovic Lina, Cheng Samuel
IEEE Transactions on Smart Grid (2019)
https://doi.org/10.1109/TSG.2019.2906012

more publications

Teaching

  • Image/video processing
  • Analogue and digital communication systems
  • Signals and systems
  • Information theory

Research interests

Signal-information processing and communications as applied to

  • Smart homes/buildings
  • Health monitoring
  • Multimedia signal processing
  • Smart grid communications

Professional activities

External Examiner for PhD Thesis in University of Sydney
Examiner
1/1/2019
IEEE International Conference on Visual Communications and Image Processing
Member of programme committee
12/2018
Habilitation Examination at Inria, Rennes
External Examiner
26/11/2018
Graph Signal Processing Classification with Applications
Speaker
26/11/2018
Transferable low rate NILM using deep neural network architectures
Contributor
2/10/2018
IEEE International Conference on Image Processing
Member of programme committee
10/2018

more professional activities

Projects

Smart pumping for Subsurface Engineering (Prosperity Partnership)
Shipton, Zoe (Principal Investigator) Corney, Jonathan (Co-investigator) Dempster, William (Co-investigator) Perry, Marcus (Co-investigator) Pytharouli, Stella (Co-investigator) Stankovic, Lina (Co-investigator) Stankovic, Vladimir (Co-investigator) Yang, Shangtong (Co-investigator)
01-Jan-2018 - 31-Jan-2023
Signal Processing in the Information Age (UDRC III)
Weiss, Stephan (Principal Investigator) Stankovic, Vladimir (Co-investigator)
01-Jan-2018 - 30-Jan-2023
Eco-Bot: Personalised ICT-tools for the Active Engagement of Consumers Towards Sustainable Energy
Stankovic, Lina (Principal Investigator) Stankovic, Vladimir (Co-investigator) Murray, David (Researcher)
01-Jan-2017 - 31-Jan-2020
EPSRC Global Challenges Research Fund Institutional Sponsorship Award 2017 (GCRF) / R171051-102
Stankovic, Vladimir (Principal Investigator) Stankovic, Lina (Co-investigator)
01-Jan-2017 - 31-Jan-2018
SENSors and Intelligence in BuiLt Environment (SENSIBLE) MSCA RISE
Stankovic, Lina (Principal Investigator) Glesk, Ivan (Co-investigator) Gleskova, Helena (Co-investigator) Stankovic, Vladimir (Co-investigator)
01-Jan-2017 - 31-Jan-2020
Real-Time Simulation of Construction Projects through Hybrid Application of Building Information Modelling and Image Processing
Pour Rahimian Leilabadi, Farzad (Principal Investigator) Stankovic, Vladimir (Principal Investigator) Agapiou, Andrew (Principal Investigator)
01-Jan-2017 - 31-Jan-2017

more projects

Address

Electronic and Electrical Engineering
Royal College Building

Location Map

View University of Strathclyde in a larger map