Projects per year
Personal profile
Academic / Professional 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
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 & Capabilities
- Wireless communications systems
- Multimedia processing and communications
- Signal/image processing
- Information theory
- Source-channel-network coding
- Energy disaggregation
- Motion analysis
Research Interests
Signal-information processing and communications as applied to
- Smart homes/buildings
- Health monitoring
- Multimedia signal processing
- Smart grid communications
Teaching Interests
- Image/video processing
- Analogue and digital communication systems
- Signals and systems
- Information theory
Education/Academic qualification
Doctor of Engineering, University of Leipzig
1 Sep 2000 → 22 Feb 2003
Bachelor of Engineering, University of Belgrade
15 Oct 1995 → 1 Apr 2000
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Projects
Smart pumping for Subsurface Engineering (Prosperity Partnership)
Shipton, Z., Corney, J., Dempster, W., Perry, M., Pytharouli, S., Stankovic, L., Stankovic, V., Yang, S., Fan, D., Parastatidis, E., Rizzuto, F. & Xi, X.
Weir Group plc (The), EPSRC (Engineering and Physical Sciences Research Council)
1/11/18 → 31/10/23
Project: Research
Signal Processing in the Information Age (UDRC III)
EPSRC (Engineering and Physical Sciences Research Council)
1/07/18 → 30/06/23
Project: Research
Research Output
Averaging is probably not the optimum way of aggregating parameters in federated learning
Xiao, P., Cheng, S., Stankovic, V. & Vukobratovic, D., 11 Mar 2020, In : Entropy. 22, 3, 11 p., 314.Research output: Contribution to journal › Article
Open Access
File
High-accuracy real-time microseismic analysis platform: case study based on the super-sauze mud-based landslide
Li, J., Stankovic, L., Pytharouli, S. & Stankovic, V., 29 Feb 2020, (Accepted/In press). 3 p.Research output: Contribution to conference › Abstract
Datasets
Residential electrical loads measurements with simulated anomalies in air conditioner and refrigerator
Rashid, H. (Creator), University of Strathclyde, 18 Jan 2019
DOI: 10.15129/d712ccac-21a1-40d2-8456-41217b62a6d5
Dataset
Annotated load anomalies from the REFIT Dataset
Rashid, H. (Creator), University of Strathclyde, 6 Feb 2019
DOI: 10.15129/9729a2a0-11ce-4cce-b0d0-144c483fcb33, https://2019.ieeeicassp.org/
Dataset
Thesis
Development of an augmented reality guided computer assisted orthopaedic surgery system
Author: Smith, N., 14 Sep 2016Supervisor: Riches, P. (Supervisor) & Stankovic, V. (Supervisor)
Student thesis: Doctoral Thesis
Dictionary learning for scalable sparse image representation
Author: Begovic, B., 4 Mar 2016Supervisor: Stankovic, V. (Supervisor) & Mulholland, A. (Supervisor)
Student thesis: Doctoral Thesis
Prizes
Finalist of the World first 10K Best paper Award (Top 3%)
Minxiang Ye (Recipient), Cheng Yang (Recipient), Vladimir Stankovic (Recipient), Lina Stankovic (Recipient) & Samuel Cheng (Recipient), 12 Jul 2017
Prize: Prize (including medals and awards)
File
IEEE Multimedia Signal Processing Workshop (MMSP) top 10% best paper award 2010
Vladimir Stankovic (Recipient), Oct 2010
Prize: Prize (including medals and awards)
Activities
IEEE Transactions on Circuits and Systems for Video Technology (Journal)
Vladimir Stankovic (Peer reviewer)1 Jan 2020 → 31 Dec 2021
Activity: Publication peer-review and editorial work types › Editorial board member
PGCon: Edinburgh Postgraduate Conference
Mohammad Khazaei (Participant), Lina Stankovic (Participant), Vladimir Stankovic (Participant)15 Oct 2019 → 16 Oct 2019
Activity: Participating in or organising an event types › Participation in conference