Varuna De Silva
Orcid: 0000-0001-7535-141XAffiliations:
- Loughborough University, London, UK
- University of Surrey, Guildford, UK (PhD 2011)
According to our database1,
Varuna De Silva
authored at least 69 papers
between 2009 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Residual Q-Networks for Value Function Factorizing in Multiagent Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., February, 2024
A machine learning framework for quantifying in-game space-control efficiency in football.
Knowl. Based Syst., January, 2024
Player Pressure Map - A Novel Representation of Pressure in Soccer for Evaluating Player Performance in Different Game Contexts.
CoRR, 2024
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024
2023
CoRR, 2023
Embedding Contextual Information through Reward Shaping in Multi-Agent Learning: A Case Study from Google Football.
CoRR, 2023
Deep Generative Multi-Agent Imitation Model as a Computational Benchmark for Evaluating Human Performance in Complex Interactive Tasks: A Case Study in Football.
CoRR, 2023
Uncertainty Aware Active Learning for Reconfiguration of Pre-trained Deep Object-Detection Networks for New Target Domains.
CoRR, 2023
Proceedings of the Intelligent Systems and Pattern Recognition, 2023
Passing Heatmap Prediction Based on Transformer Model Using Tracking Data for Football Analytics.
Proceedings of the Intelligent Systems and Pattern Recognition, 2023
Proceedings of the Intelligent Systems and Pattern Recognition, 2023
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
2022
IEEE Trans. Cybern., 2022
IEEE Trans. Cybern., 2022
Towards Interpretable Camera and LiDAR Data Fusion for Autonomous Ground Vehicles Localisation.
Sensors, 2022
Evaluating the Learning Procedure of CNNs through a Sequence of Prognostic Tests Utilising Information Theoretical Measures.
Entropy, 2022
Understanding Dilated Mathematical Relationship between Image Features and the Convolutional Neural Network's Learnt Parameters.
Entropy, 2022
Residual Q-Networks for Value Function Factorizing in Multi-Agent Reinforcement Learning.
CoRR, 2022
Text to Image Synthesis Using Stacked Conditional Variational Autoencoders and Conditional Generative Adversarial Networks.
Proceedings of the Intelligent Computing, 2022
2021
Overcoming Challenges of Applying Reinforcement Learning for Intelligent Vehicle Control.
Sensors, 2021
Learning data-driven decision-making policies in multi-agent environments for autonomous systems.
Cogn. Syst. Res., 2021
2020
Deep Multi-Critic Network for accelerating Policy Learning in multi-agent environments.
Neural Networks, 2020
2019
Learning Control Policies of Driverless Vehicles from UAV Video Streams in Complex Urban Environments.
Remote. Sens., 2019
Adaptive Feature Processing for Robust Human Activity Recognition on a Novel Multi-Modal Dataset.
CoRR, 2019
2018
Sensors, 2018
An Agent-Based Modelling Framework for Driving Policy Learning in Connected and Autonomous Vehicles.
Proceedings of the Intelligent Systems and Applications, 2018
Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018
2017
Fusion of LiDAR and Camera Sensor Data for Environment Sensing in Driverless Vehicles.
CoRR, 2017
Agent-based Learning for Driving Policy Learning in Connected and Autonomous Vehicles.
CoRR, 2017
2016
Proceedings of the Digital Photography and Mobile Imaging XII, 2016
2015
A full-reference stereoscopic image quality metric based on binocular energy and regression analysis.
Proceedings of the 2015 3DTV-Conference: The True Vision, 2015
2014
Content-aware resource allocation in OFDM systems for energy-efficient video transmission.
IEEE Trans. Consumer Electron., 2014
IEEE J. Sel. Top. Signal Process., 2014
Perceptual performance analysis for visual attention model based asymmetric stereoscopic 3D video coding.
Proceedings of the Sixth International Workshop on Quality of Multimedia Experience, 2014
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
On the multicast of delay sensitive data in erasure networks using practical network coding.
Proceedings of the IEEE International Conference on Consumer Electronics, 2014
An improved model of binocular energy calculation for full-reference stereoscopic image quality assessment.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
Application of Genetic and Greedy Algorithms for Power Efficiency in Adaptive Sub-channel and Bit Allocation.
Proceedings of the Sixth International Conference on Computational Intelligence, 2014
A disocclusion replacement approach to subjective assessment for depth map quality evaluation.
Proceedings of the 3DTV-Conference 2014: The True Vision, 2014
2013
Toward an Impairment Metric for Stereoscopic Video: A Full-Reference Video Quality Metric to Assess Compressed Stereoscopic Video.
IEEE Trans. Image Process., 2013
Proceedings of the 18th International Conference on Digital Signal Processing, 2013
Objective measurement of transmission losses and compression artefacts in stereoscopic 3D video.
Proceedings of the IEEE International Conference on Communications, 2013
Proceedings of the IEEE International Conference on Communications, 2013
Proceedings of the IEEE International Conference on Communications, 2013
Proceedings of the 2013 Future Network & Mobile Summit, Lisboa, Portugal, July 3-5, 2013, 2013
2012
Psycho-physical limits of interocular blur suppression and its application to asymmetric stereoscopic video delivery.
Proceedings of the 19th International Packet Video Workshop, 2012
Robust video communication using Random Linear Network Coding with Pre-Coding and Interleaving.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Sensitivity of the HVS for Binocular disparity Cue in 3D Displays under Different Ambient Illumination Conditions.
Proceedings of the IEEE International Conference on Consumer Electronics, 2012
A low complexity wavelet based depth map encoder for low bit rate 3D video applications.
Proceedings of the IEEE International Conference on Consumer Electronics, 2012
2011
Sensitivity Analysis of the Human Visual System for Depth Cues in Stereoscopic 3-D Displays.
IEEE Trans. Multim., 2011
Display Dependent Preprocessing of Depth Maps Based on Just Noticeable Depth Difference Modeling.
IEEE J. Sel. Top. Signal Process., 2011
A compound depth and image quality metric for measuring the effects of packet loss on 3D video.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011
2010
Intra mode selection method for depth maps of 3D video based on rendering distortion modeling.
IEEE Trans. Consumer Electron., 2010
Proceedings of the User Centric Media - Second International ICST Conference, 2010
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010
A motion estimation algorithm based on Predictive Intensive Direction Search for H.264/AVC.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
IEEE Trans. Consumer Electron., 2009
Intra mode selection for depth map coding to minimize rendering distortions in 3D video.
IEEE Trans. Consumer Electron., 2009