Gunawath Mudiyanselage Roshan Indika Godaliyadda

Orcid: 0000-0002-3495-481X

Affiliations:
  • University of Peradeniya, Peradeniya, Sri Lanka


According to our database1, Gunawath Mudiyanselage Roshan Indika Godaliyadda authored at least 78 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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Article 
PhD thesis 
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Online presence:

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Bibliography

2024
Neural-Network-Based Blockage Prediction and Optimization in Lightwave Power-Transfer-Enabled Hybrid VLC/RF Systems.
IEEE Internet Things J., February, 2024

Dual-Mode Multispectral Imaging System for Food and Agricultural Product Quality Estimation.
IEEE Trans. Instrum. Meas., 2024

DE-LIoT: The Data-Energy Networking Paradigm for Sustainable Light-Based Internet of Things.
CoRR, 2024

Iso-Diffusion: Improving Diffusion Probabilistic Models Using the Isotropy of the Additive Gaussian Noise.
CoRR, 2024

2023
A Novel Handover Mechanism for Visible Light Communication Network.
CoRR, 2023

IMU-based Modularized Wearable Device for Human Motion Classification.
CoRR, 2023

Object Dimension Extraction for Environment Mapping with Low Cost Cameras Fused with Laser Ranging.
CoRR, 2023

Laser Ranging Based Intelligent System for Unknown Environment Mapping.
CoRR, 2023

Endmember Abundance Prediction in Hyperspectral Unmixing: The Impact of Endmember Extraction Algorithms and Self-Attention in Autoencoders.
Proceedings of the 17th IEEE International Conference on Industrial and Information Systems, 2023

Fetal Movement Identification Using Spectrograms with Attention Aided Models and Identifying a Set of Correlating Parameters with Gestational Age.
Proceedings of the 17th IEEE International Conference on Industrial and Information Systems, 2023

Real-Time Multiple Dyadic Interaction Detection in Surveillance Videos in the Wild.
Proceedings of the 17th IEEE International Conference on Industrial and Information Systems, 2023

2022
Assessment of Fetal and Maternal Well-Being During Pregnancy Using Passive Wearable Inertial Sensor.
IEEE Trans. Instrum. Meas., 2022

Neural Network-Based Channel Estimation and Detection in Spatial Modulation VLC Systems.
IEEE Commun. Lett., 2022

Lightwave Power Transfer in Full-Duplex NOMA Underwater Optical Wireless Communication Systems.
IEEE Commun. Lett., 2022

GAUSS: Guided Encoder-Decoder Architecture for Hyperspectral Unmixing with Spatial Smoothness.
CoRR, 2022

Transmittance Multispectral Imaging for Reheated Coconut Oil Differentiation.
IEEE Access, 2022

2021
Constrained Nonnegative Matrix Factorization for Blind Hyperspectral Unmixing Incorporating Endmember Independence.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Light-Based IoT: Developing a Full-Duplex Energy Autonomous IoT Node Using Printed Electronics Technology.
Sensors, 2021

Average Rate Analysis of Cooperative NOMA Aided Underwater Optical Wireless Systems.
IEEE Open J. Commun. Soc., 2021

Holistic Interpretation of Public Scenes Using Computer Vision and Temporal Graphs to Identify Social Distancing Violations.
CoRR, 2021

A Sensitivity Matrix Approach Using Two-Stage Optimization for Voltage Regulation of LV Networks with High PV Penetration.
CoRR, 2021

A generalized forecasting solution to enable future insights of COVID-19 at sub-national level resolutions.
CoRR, 2021

Light-based Internet of Things: Implementation of an Optically Connected Energy-autonomous Node.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Rate Maximization for Lightwave Power Transfer-Enabled Cooperative Half/Full-Duplex UOWC Systems.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

An Optical Physics Inspired CNN Approach for Intrinsic Image Decomposition.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Integrated Video Based Crowdedness Forecasting Framework with a Review of Crowd Counting Models.
Proceedings of the 16th International Conference on Industrial and Information Systems, 2021

Transmittance Multispectral Imaging for Adulteration Assessment of Coconut Oil.
Proceedings of the 16th International Conference on Industrial and Information Systems, 2021

Fetal Movement Identification from Multi-Accelerometer Measurements using Recurrent Neural Networks.
Proceedings of the 16th International Conference on Industrial and Information Systems, 2021

Global Horizontal Irradiance Modeling from Sky Images Using ResNet Architectures.
Proceedings of the 16th International Conference on Industrial and Information Systems, 2021

Hands Off: A Handshake Interaction Detection and Localization Model for COVID-19 Threat Control.
Proceedings of the 16th International Conference on Industrial and Information Systems, 2021

Multispectral Imaging System to Estimate Sugar Adulteration Level of Black Tea.
Proceedings of the 16th International Conference on Industrial and Information Systems, 2021

2020
Graph-Based Blind Hyperspectral Unmixing via Nonnegative Matrix Factorization.
IEEE Trans. Geosci. Remote. Sens., 2020

Coordinated PV re-phasing: a novel method to maximize renewable energy integration in LV networks by mitigating network unbalances.
CoRR, 2020

A Retinex based GAN Pipeline to Utilize Paired and Unpaired Datasets for Enhancing Low Light Images.
CoRR, 2020

Constrained Nonnegative Matrix Factorization for Blind Hyperspectral Unmixing incorporating Endmember Independence.
CoRR, 2020

Convolutional Autoencoder for Blind Hyperspectral Image Unmixing.
Proceedings of the 15th IEEE International Conference on Industrial and Information Systems, 2020

Modified Auto Regressive Technique for Univariate Time Series Prediction of Solar Irradiance.
Proceedings of the 15th IEEE International Conference on Industrial and Information Systems, 2020

Multispectral Imaging for Automated Fish Quality Grading.
Proceedings of the 15th IEEE International Conference on Industrial and Information Systems, 2020

Vehicle Detection and Localization for Autonomous Traffic Monitoring Systems in Unstructured Crowded Scenes.
Proceedings of the 15th IEEE International Conference on Industrial and Information Systems, 2020

Non Invasive Wearable Device for Fetal Movement Detection.
Proceedings of the 15th IEEE International Conference on Industrial and Information Systems, 2020

Impact of Receiver Orientation on Full-Duplex Relay Aided NOMA Underwater Optical Wireless Systems.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

2019
Incorporating Appliance Usage Patterns for Non-Intrusive Load Monitoring and Load Forecasting.
IEEE Trans. Smart Grid, 2019

Enhanced Hyperspectral Unmixing via Non-Negative Matrix Factorization Incorporating the end Member Independence.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Fetal Movements Identification Based on Non-negative Matrix Factorization and Spectral Clustering.
Proceedings of the 14th Conference on Industrial and Information Systems, 2019

Hyperspectral Imaging Based Method to Identify Potential Limestone Deposits.
Proceedings of the 14th Conference on Industrial and Information Systems, 2019

Feature Extraction Using Minor Scatter Directions of Data to Distinguish Between Classes With Minute Differences of a Hyperspectral Image.
Proceedings of the 14th Conference on Industrial and Information Systems, 2019

Reactive Power Compensation for Voltage Violations in Distribution Network.
Proceedings of the 14th Conference on Industrial and Information Systems, 2019

2018
Relay-assisted optical wireless communications in turbid water.
Proceedings of the Thirteenth ACM International Conference on Underwater Networks & Systems, 2018

A Semi-Supervised Algorithm to Map Major Vegetation Zones Using Satellite Hyperspectral Data.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Toward Finding Optimal Source Dictionaries for Single Channel Music Source Separation Using Nonnegative Matrix Factorization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

2017
Outdoor human navigation with GPS and sensor systems.
Proceedings of the 2017 IEEE International Conference on Industrial and Information Systems, 2017

Autonomous exploration planning strategy for a reconnaissance agent.
Proceedings of the 2017 IEEE International Conference on Industrial and Information Systems, 2017

Expression neutralization based algorithm for expression-invariant face recognition for single training sample problem.
Proceedings of the 2017 IEEE International Conference on Industrial and Information Systems, 2017

Dynamic clustering for event detection and anomaly identification in video surveillance.
Proceedings of the 2017 IEEE International Conference on Industrial and Information Systems, 2017

Spectral-spatial hybrid mechanism for feature detection using spectral correlation.
Proceedings of the 2017 IEEE International Conference on Industrial and Information Systems, 2017

Fetal heart abnormality detection based on subspace separation and Wiener filtering.
Proceedings of the 2017 IEEE International Conference on Industrial and Information Systems, 2017

Cross-correlation based cloud motion estimation for short-term solar irradiation predictions.
Proceedings of the 2017 IEEE International Conference on Industrial and Information Systems, 2017

Camera based visible light communication system for underwater applications.
Proceedings of the 2017 IEEE International Conference on Industrial and Information Systems, 2017

2016
Residential Appliance Identification Based on Spectral Information of Low Frequency Smart Meter Measurements.
IEEE Trans. Smart Grid, 2016

Control Strategy for Navigation of a reconnaissance robotic System.
Control. Intell. Syst., 2016

Enhanced Feature Space Clustering via spectral parameter Weighting for acoustic Fingerprinting based indoor localization.
Control. Intell. Syst., 2016

Expression Negation and Component Selection Algorithm for Face Recognition from single sample per Person.
Control. Intell. Syst., 2016

A real-time non-intrusive load monitoring system.
Proceedings of the 11th International Conference on Industrial and Information Systems, 2016

2015
Residential appliance monitoring based on low frequency smart meter measurements.
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Versatile non linear control strategy for reconnaissance robotic system.
Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015

A robust expression negation algorithm for accurate face recognition for limited training data.
Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015

Frequency domain ICA based signal restoration from non-linearly distorted acoustic signals.
Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015

Enhanced feature space clustering via spectral parameter weighting for fingerprinting based indoor localization.
Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015

Adaptive free cylindrical mixture model for foreground estimation in rapidly fluctuating dynamic background conditions.
Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015

Restoration and clustering of overexposed background elements for vision systems in dynamic aquatic scenes.
Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015

Visual event classification with human like perception.
Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015

Design and implementation of a bi-directional visible light communication system.
Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015

Individual power profile estimation of residential appliances using low frequency smart meter data.
Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015

Improved PCA based face recognition using similarity measurement fusion.
Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015

Depth map generation for a reconnaissance robot via sensor fusion.
Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015

2010
Robust Techniques for Accurate Indoor Localization in Hazardous Environments.
Wirel. Sens. Netw., 2010

A time domain eigen value method for robust indoor localization.
Proceedings of the 2010 Wireless Telecommunications Symposium, 2010

2009
Versatile algorithms for accurate indoor geolocation.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009


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