Vladimir Stankovic

Orcid: 0000-0002-1075-2420

Affiliations:
  • University of Strathclyde, Glasgow, UK
  • Leipzig University, Germany (former)


According to our database1, Vladimir Stankovic authored at least 186 papers between 2001 and 2025.

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Bibliography

2025
A weakly supervised active learning framework for non-intrusive load monitoring.
Integr. Comput. Aided Eng., 2025

2024
Knowledge Distillation for Scalable Nonintrusive Load Monitoring.
IEEE Trans. Ind. Informatics, March, 2024

Toward Transparent Load Disaggregation - A Framework for Quantitative Evaluation of Explainability Using Explainable AI.
IEEE Trans. Consumer Electron., February, 2024

Human in the loop active learning for time-series electrical measurement data.
Eng. Appl. Artif. Intell., 2024

Variational autoencoders stabilise TCN performance when classifying weakly labelled bioacoustics data.
CoRR, 2024

Time and Money Matters for Sustainability: Insights on User Preferences on Renewable Energy for Electric Vehicle Charging Stations.
Proceedings of Mensch und Computer 2024, 2024

An Active Learning Framework for Microseismic Event Detection.
Proceedings of the IGARSS 2024, 2024

Dimensionality Reduction for Visualization of Hydrogeophysical and Metereological Recordings on a Landslide Zone.
Proceedings of the IGARSS 2024, 2024

Siamese Unsupervised Clustering For Removing Uncertainty In Microseismic Signal Labelling.
Proceedings of the IGARSS 2024, 2024

Explainable AI for Transparent Seismic Signal Classification.
Proceedings of the IGARSS 2024, 2024

2023
Unsupervised Cluster Analysis of Walking Activity Data for Healthy Individuals and Individuals with Lower Limb Amputation.
Sensors, October, 2023

Performance-Aware NILM Model Optimization for Edge Deployment.
IEEE Trans. Green Commun. Netw., September, 2023

A Survey on Deep Reinforcement Learning Algorithms for Robotic Manipulation.
Sensors, April, 2023

Microseismic Event Classification With Time-, Frequency-, and Wavelet-Domain Convolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2023

Explainability-Informed Feature Selection and Performance Prediction for Nonintrusive Load Monitoring.
Sensors, 2023

Graph-Based Feature Weight Optimisation and Classification of Continuous Seismic Sensor Array Recordings.
Sensors, 2023

Synthetic Data Generation for Deep Learning-Based Inversion for Velocity Model Building.
Remote. Sens., 2023

Domain Knowledge Informed Multitask Learning for Landslide-Induced Seismic Classification.
IEEE Geosci. Remote. Sens. Lett., 2023

Improving Knowledge Distillation for Non-Intrusive Load Monitoring Through Explainability Guided Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
How Likely is a Random Network Graph Shift-Enabled?
IEEE Trans. Signal Inf. Process. over Networks, 2022

Smart Dimmable LED Lighting Systems †.
Sensors, 2022

Quantification of Dairy Farm Energy Consumption to Support the Transition to Sustainable Farming.
Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022

Benefits of three-phase metering for load disaggregation.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

Using explainability tools to inform NILM algorithm performance: a decision tree approach.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

2021
Robust Deep Graph Based Learning for Binary Classification.
IEEE Trans. Signal Inf. Process. over Networks, 2021

Automated Platform for Microseismic Signal Analysis: Denoising, Detection, and Classification in Slope Stability Studies.
IEEE Trans. Geosci. Remote. Sens., 2021

Individualised Responsible Artificial Intelligence for Home-Based Rehabilitation.
Sensors, 2021

Human Activity Recognition of Individuals with Lower Limb Amputation in Free-Living Conditions: A Pilot Study.
Sensors, 2021

How likely is a random graph shift-enabled?
CoRR, 2021

Undirected Graphs: Is the Shift-Enabled Condition Trivial or Necessary?
IEEE Access, 2021

Transparent AI: explainability of deep learning based load disaggregation.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

Model Selection-inspired Coefficients Optimization for Polynomial-Kernel Graph Learning.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

2020
Distinct Feature Extraction for Video-Based Gait Phase Classification.
IEEE Trans. Multim., 2020

Codebook Cardinality Spectrum of Distributed Arithmetic Coding for Independent and Identically-Distributed Binary Sources.
IEEE Trans. Inf. Theory, 2020

Evaluation of Home-Based Rehabilitation Sensing Systems with Respect to Standardised Clinical Tests.
Sensors, 2020

Building a Graph Signal Processing Model Using Dynamic Time Warping for Load Disaggregation.
Sensors, 2020

Averaging Is Probably Not the Optimum Way of Aggregating Parameters in Federated Learning.
Entropy, 2020

Explainable NILM Networks.
Proceedings of the NILM '20, 2020

Evaluation of low-complexity supervised and unsupervised NILM methods and pre-processing for detection of multistate white goods.
Proceedings of the NILM '20, 2020

Graph-Based Micro-Seismic Signal Classification with an Optimised Feature Space.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Depth-First Decoding of Distributed Arithmetic Codes for Uniform Binary Sources.
Proceedings of the Data Compression Conference, 2020

2019
A Generic Optimisation-Based Approach for Improving Non-Intrusive Load Monitoring.
IEEE Trans. Smart Grid, 2019

Distributed Intelligent Illumination Control in the Context of Probabilistic Graphical Models.
CoRR, 2019

Effect of External Daylight in Smart Dimmable LED Lighting Systems.
Proceedings of the 28th Wireless and Optical Communications Conference, 2019

Object Detection Techniques: Overview and Performance Comparison.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019

Deep Graph Regularized Learning for Binary Classification.
Proceedings of the IEEE International Conference on Acoustics, 2019

Evaluation of Non-intrusive Load Monitoring Algorithms for Appliance-level Anomaly Detection.
Proceedings of the IEEE International Conference on Acoustics, 2019

Transferability of Neural Network Approaches for Low-rate Energy Disaggregation.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Non-Intrusive Load Disaggregation Using Graph Signal Processing.
IEEE Trans. Smart Grid, 2018

Shift-Enabled Graphs: Graphs Where Shift-Invariant Filters are Representable as Polynomials of Shift Operations.
IEEE Signal Process. Lett., 2018

Optimal Detection and Error Exponents for Hidden Semi-Markov Models.
IEEE J. Sel. Top. Signal Process., 2018

Improving Event-Based Non-Intrusive Load Monitoring Using Graph Signal Processing.
IEEE Access, 2018

Linear state estimation via 5G C-RAN cellular networks using Gaussian belief propagation.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Alternating Binary Classifier and Graph Learning from Partial Labels.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017
Sleep Apnea Detection via Depth Video and Audio Feature Learning.
IEEE Trans. Multim., 2017

Estimating Heart Rate and Rhythm via 3D Motion Tracking in Depth Video.
IEEE Trans. Multim., 2017

Optimal detection and error exponents for hidden multi-state processes via random duration model approach.
CoRR, 2017

Graph-based clustering for identifying region of interest in eye tracker data analysis.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Gait phase classification for in-home gait assessment.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

2016
Analysis on Tailed Distributed Arithmetic Codes for Uniform Binary Sources.
IEEE Trans. Commun., 2016

Hamming Distance Spectrum of DAC Codes for Equiprobable Binary Sources.
IEEE Trans. Commun., 2016

A Depth Camera Motion Analysis Framework for Tele-rehabilitation: Motion Capture and Person-Centric Kinematics Analysis.
IEEE J. Sel. Top. Signal Process., 2016

Autonomous Gait Event Detection with Portable Single-Camera Gait Kinematics Analysis System.
J. Sensors, 2016

On a Training-Less Solution for Non-Intrusive Appliance Load Monitoring Using Graph Signal Processing.
IEEE Access, 2016

Human Upper Limb Motion Analysis for Post-Stroke Impairment Assessment Using Video Analytics.
IEEE Access, 2016

2015
Unequal error protection for data partitioned H.264/AVC video broadcasting.
Multim. Tools Appl., 2015

View-Popularity-Driven Joint Source and Channel Coding of View and Rate Scalable Multi-View Video.
IEEE J. Sel. Top. Signal Process., 2015

Estimating heart rate via depth video motion tracking.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Kinematics Analysis Multimedia System for Rehabilitation.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Evaluation of Signal Processing Methods for Attention Assessment in Visual Content Interaction.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Blind non-intrusive appliance load monitoring using graph-based signal processing.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Gait analysis using a single depth camera.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

2014
Random Network Coding for Multimedia Delivery Services in LTE/LTE-Advanced.
IEEE Trans. Multim., 2014

Non-intrusive appliance load monitoring using low-resolution smart meter data.
Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

Graph-based depth video denoising and event detection for sleep monitoring.
Proceedings of the IEEE 16th International Workshop on Multimedia Signal Processing, 2014

Power disaggregation of domestic smart meter readings using dynamic time warping.
Proceedings of the 6th International Symposium on Communications, 2014

Detecting Household Activity Patterns from Smart Meter Data.
Proceedings of the 2014 International Conference on Intelligent Environments, Shanghai, China, June 30, 2014

Sleep monitoring via depth video compression & analysis.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Upper limb movement analysis via marker tracking with a single-camera system.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Joint source and channel coding of view and rate scalable multi-view video.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A graph-based signal processing approach for low-rate energy disaggregation.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions, 2014

A low-complexity energy disaggregation method: Performance and robustness.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2014

2013
User-Action-Driven View and Rate Scalable Multiview Video Coding.
IEEE Trans. Image Process., 2013

Image registration using BP-SIFT.
J. Vis. Commun. Image Represent., 2013

Relay-Assisted Rateless Layered Multiple Description Video Delivery.
IEEE J. Sel. Areas Commun., 2013

Packet-centric approach to distributed sparse-graph coding in wireless ad hoc networks.
Ad Hoc Networks, 2013

Multiple marker tracking in a single-camera system for gait analysis.
Proceedings of the IEEE International Conference on Image Processing, 2013

Scalable user-adaptive multiview video coder.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013

2012
Onboard Low-Complexity Compression of Solar Stereo Images.
IEEE Trans. Image Process., 2012

Adaptive Correlation Estimation With Particle Filtering for Distributed Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2012

Unequal Error Protection Random Linear Coding Strategies for Erasure Channels.
IEEE Trans. Commun., 2012

Singular value decomposition based fusion for super-resolution image reconstruction.
Signal Process. Image Commun., 2012

Rate Adaptive Selective Segment Assignment for Reliable Wireless Video Transmission.
Int. J. Digit. Multim. Broadcast., 2012

Cooperative network-coding system for wireless sensor networks.
IET Commun., 2012

Multi-User Video Streaming Using Unequal Error Protection Network Coding in Wireless Networks.
EURASIP J. Wirel. Commun. Netw., 2012

Application Layer Systematic Network Coding for Sliced H.264/AVC Video Streaming.
Adv. Multim., 2012

Random Network Coding for Multimedia Delivery over LTE-Advanced.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Distributed compression for condition monitoring of wind farms.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Adaptive layered multiple description coding for wireless video with expanding window Random linear codes.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Adaptive Slepian-Wolf decoding using Laplace propagation.
Proceedings of the 20th European Signal Processing Conference, 2012

Learning scalable dictionaries with application to scalable compressive sensing.
Proceedings of the 20th European Signal Processing Conference, 2012

HVS based dictionary learning for scalable sparse image representation.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011
Performance Analysis of Node Cooperation with Network Coding in Wireless Sensor Networks.
Proceedings of the 4th IFIP International Conference on New Technologies, 2011

Scalable video streaming using UEP network coding for wireless multi-hop cellular networks.
Proceedings of the 8th International Symposium on Wireless Communication Systems, 2011

Scalable broadcasting of sliced H.264/AVC over DVB-H network.
Proceedings of the 17th IEEE International Conference on Networks, 2011

Unequal error protection for data partitioned H.264/AVC video streaming with raptor and random linear codes for DVB-H networks.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Onboard low-complexity compression of solar images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Distributed compression: Overview of current and emerging multimedia applications.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Scalable compressive video.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Expanding Window Random Linear Codes for data partitioned H.264 video transmission over DVB-H network.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Contrast enhancement and denoising of Poisson and Gaussian mixture noise for solar images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

View and rate scalable multiview image coding with depth-image-based rendering.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

Optical MEMS image enhancement with sparse signal representation.
Proceedings of the IEEE International Conference on Acoustics, 2011

Correlation estimation with particle-based belief propagation for distributed video coding.
Proceedings of the IEEE International Conference on Acoustics, 2011

Performance evaluation of Raptor and Random Linear Codes for H.264/AVC video transmission over DVB-H networks.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Multiterminal source coding for multiview images under wireless fading channels.
Multim. Tools Appl., 2010

Unequal error protection random linear coding for multimedia communications.
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

Fireworks: A random linear coding scheme for distributed storage in wireless sensor networks.
Proceedings of the 2010 IEEE Information Theory Workshop, 2010

Scalable video coding for mobile broadcasting DVB systems.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

The Design of Rate-Compatible LDPC Codes for IR-HARQ Systems over Erasure Channels.
Proceedings of IEEE International Conference on Communications, 2010

Distributed video coding with particle filtering for correlation tracking.
Proceedings of the 18th European Signal Processing Conference, 2010

Distributed source coding: Theory and applications.
Proceedings of the 18th European Signal Processing Conference, 2010

Image registration for super resolution using scale invariant feature transform, belief propagation and random sampling consensus.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Bandwidth efficient multi-station wireless streaming based on complete complementary sequences.
IEEE Trans. Wirel. Commun., 2009

Compress-forward coding with BPSK modulation for the half-duplex Gaussian relay channel.
IEEE Trans. Signal Process., 2009

Scalable Video Multicast Using Expanding Window Fountain Codes.
IEEE Trans. Multim., 2009

On Practical Design for Joint Distributed Source and Network Coding.
IEEE Trans. Inf. Theory, 2009

Near-capacity dirty-paper code design: a source-channel coding approach.
IEEE Trans. Inf. Theory, 2009

Two-Terminal Video Coding.
IEEE Trans. Image Process., 2009

Code design for MIMO broadcast channels.
IEEE Trans. Commun., 2009

Compress-spread-forward with multiterminal source coding and complete complementary sequences.
IEEE Trans. Commun., 2009

An Efficient Spectrum Sensing Scheme for Cognitive Radio.
IEEE Signal Process. Lett., 2009

Precoded EWF codes for unequal error protection of scalable video.
Proceedings of the 5th International Conference on Mobile Multimedia Communications, 2009

Raptor packets: A packet-centric approach to distributed raptor code design.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Compressive image sampling with side information.
Proceedings of the International Conference on Image Processing, 2009

Optical imaging with scanning MEMS mirror - A single photodetector approach.
Proceedings of the International Conference on Image Processing, 2009

Stereo Image Transmission over Fading Channels with Multiterminal Source Coding.
Proceedings of IEEE International Conference on Communications, 2009

Improved sift-based image registration using belief propagation.
Proceedings of the IEEE International Conference on Acoustics, 2009

Blind time-period synchronization for LDPC Convolutionally Coded transmission.
Proceedings of the 17th European Signal Processing Conference, 2009

Sparse signal recovery with side information.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
On Multiterminal Source Code Design.
IEEE Trans. Inf. Theory, 2008

Nested turbo codes for the Costa problem.
IEEE Trans. Commun., 2008

Expanding Window Fountain codes for scalable video multicast.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Image-in-image hiding using complete complementary sequences.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Compressive video sampling.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Multi-session Network spread coding.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Cumulative intelligence gathering for smart vehicles.
Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008

2007
Multiuser resource allocation for video transmission over a chip-interleaved multicarrier system.
Wirel. Commun. Mob. Comput., 2007

Wyner-Ziv Video Compression and Fountain Codes for Receiver-Driven Layered Multicast.
IEEE Trans. Circuits Syst. Video Technol., 2007

Distributed Source Coding for Multimedia Multicast Over Heterogeneous Networks.
J. Sel. Topics Signal Processing, 2007

Distributed Joint Source-Channel Coding of Video Using Raptor Codes.
IEEE J. Sel. Areas Commun., 2007

Multiterminal Video Coding.
Proceedings of the International Conference on Image Processing, 2007

Two-Way Video Communication Based on Network Coding.
Proceedings of the International Conference on Image Processing, 2007

Efficient Multimedia Multicast Using Distributed Source Coding.
Proceedings of IEEE International Conference on Communications, 2007

2006
On code design for the Slepian-Wolf problem and lossless multiterminal networks.
IEEE Trans. Inf. Theory, 2006

On dualities in multiterminal coding problems.
IEEE Trans. Inf. Theory, 2006

Cooperative diversity for wireless ad hoc networks.
IEEE Signal Process. Mag., 2006

Layered Wyner-Ziv video coding for transmission over unreliable channels.
Signal Process., 2006

Image data hiding based on capacity-approaching dirty-paper coding.
Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VIII, 2006

Code Designs for MIMO Broadcast Channels.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Video Multicast over Heterogeneous Networks Based on Distributed Source Coding Principles.
Proceedings of the International Conference on Image Processing, 2006

2005
Computing the channel capacity and rate-distortion function with two-sided state information.
IEEE Trans. Inf. Theory, 2005

Fast Algorithm for Distortion-Based Error Protection of Embedded Image Codes.
IEEE Trans. Image Process., 2005

Optimized error protection of scalable image bit streams [advances in joint source-channel coding for images].
IEEE Signal Process. Mag., 2005

Robust layered multiple description coding of scalable media data for multicast.
IEEE Signal Process. Lett., 2005

Near-capacity dirty-paper code designs based on TCQ and IRA codes.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Distributed joint source-channel coding of video.
Proceedings of the 2005 International Conference on Image Processing, 2005

Wyner-Ziv coding for the half-duplex relay channel.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Efficient channel code rate selection algorithms for forward error correction of packetized multimedia bitstreams in varying channels.
IEEE Trans. Multim., 2004

Real-time error protection of embedded codes for packet erasure and fading channels.
IEEE Trans. Circuits Syst. Video Technol., 2004

Source-channel coding for algebraic multiterminal binning.
Proceedings of the 2004 IEEE Information Theory Workshop, 2004

Code design for lossless multiterminal networks.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Asymmetric Code Design for Remote Multiterminal Source Coding.
Proceedings of the 2004 Data Compression Conference (DCC 2004), 2004

Packet Erasure Protection for Multicasting.
Proceedings of the 2004 Data Compression Conference (DCC 2004), 2004

Design of Slepian-Wolf Codes by Channel Code Partitioning.
Proceedings of the 2004 Data Compression Conference (DCC 2004), 2004

2003
Efficient transmission of multimedia data over noisy channels.
PhD thesis, 2003

Fast algorithm for rate-based optimal error protection of embedded codes.
IEEE Trans. Commun., 2003

Real-time unequal error protection algorithms for progressive image transmission.
IEEE J. Sel. Areas Commun., 2003

Real-time unequal error protection for distortion-optimal progressive image transmission.
Proceedings of the 2003 IEEE Wireless Communications and Networking, 2003

Product code error protection of packetized multimedia bitstreams.
Proceedings of the 2003 International Conference on Image Processing, 2003

Influence of channel fluctuations on optimal real-time scalable image transmission.
Proceedings of the 2003 International Conference on Image Processing, 2003

Fast forward error protection of packetized multimedia bitstreams for transmission over varying channels.
Proceedings of IEEE International Conference on Communications, 2003

2002
Joint product code optimization for scalable multimedia transmission over wireless channels.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Packet loss protection of embedded data with fast local search.
Proceedings of the 2002 International Conference on Image Processing, 2002

Rate-Based versus Distortion-Based Optimal Joint Source-Channel Coding.
Proceedings of the 2002 Data Compression Conference (DCC 2002), 2002

2001
Rate-distortion unequal error protection for fractal image codes.
Proceedings of the 2001 International Conference on Image Processing, 2001


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