Faculty of Engineering, Univeristy of Peradeniya, Sri Lanka. marc@eng.pdn.ac.lk

Ongoing Projects

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Ongoing Projects

Towards Synergistic Noise Reduction in Fetal Phonocardiograms Through Entropy-Guided Preprocessing and Sparse Autoencoders
Poster
AI-Driven Renal Care Management Teaching Hospital, Peradeniya
Poster
EEG-BASED BRAIN-COMPUTER-INTERFACING WITH HAPTIC FEEDBACK
Poster
Vision Based Road Traffic Violation Detection
Poster
Enhancing Virtual Patient Simulation In Dentistry With Custom Case Creation And Evaluate The System Effectiveness
Poster
Extracting Insights over Time: A novel Convolutional Block Attention Resnet model for Analysis of ECG Parameters
Poster
Action Prediction of Wild Elephants Using Vision Based Deep Learning
Poster
Identification of Attention Level by Gaze Recognition using a Semantic Communication System
Poster
Machine Learning Based Human Motion Trajectory Estimation and Re-Identification
Poster
DEEP LEARNING-BASED HYPERSPECTRAL UNMIXING FOR GEOGRAPHIC INFORMATION SYSTEMS (GIS)
Poster
AI-Based Root Cause Analysis of Chronic Kidney Disease of Unknown Etiology in North East Sri Lanka
Poster
DEnhancing End-to-end Autonomous Driving with Trajectory-Guided Control Prediction
Poster
Generating Patient Clinical Letters Using LMs
Poster
Cluster Analysis for Metagenomics Binning
Poster
Deep Learning based Novel MPPT Algorithm for Solar PV Appliances
Poster
Machine Learning for rice yield prediction based on weather data
Poster
AI Based Image Interpretation for Dental Procedure
Poster
Towards Cyberbullying Identification on Social Media Using Text And Emojis
Poster
A Dataset on the Socio-economic and Behavioural Impacts In Sri Lanka Through Multiple Waves of COVID-19
Poster
The Impact of the COVID-19 Pandemic on Education and Psychology
Poster
Functional Connectivity Biomarkers for Early Detection of Neurodegenerative Disease
Poster
Artificial Intelligence and Unmanned Aerial Vehicle for automated potential-mosquito breeding site detection
Poster
Computer Vision for Action and Scene Recognition
Poster
Agent-Based Modelling for Social and Behavioural Dynamics and Impact Assessment
Poster
The Application of Non-Invasive Accelerometric Based Systems for Fetal Movement Monitoring
Poster
Grouping Nucleotide Sequences with More Precision Using GraphK-LR
Poster
Large Language Model Development for Sinhala Language
Poster
Development of an Artificial Intelligence based Image Processing System for Industrial Sorting of Big Onion
Poster
Grading of Green Coffee Beans for Specialty Coffee using AI Based Image Processing Techniques
Poster
AI - powered Wearable Technology for Human Activity Monitorin
Poster
Multispectral Imaging for Condition Monitoring
Poster
Dual Mode Multispectral Imaging System for Food and Agricultural Product Quality Estimation
Poster
Neuromorphic NoC Accelerator Architecture for Spiking Neural Networks
Poster
Non-Intrusive Load Monitoring for Smart Grid
Poster
OASIS: AI-Assisted Teledentistry Software for Oral Cancer Screening
Poster
PeraSwarm: Simultaneous Localization and Mapping in Multi-Agent Swarm Robotic System
Poster
Intelligent Obstacle Avoidance: Learning Model Predictive Control for Autonomous Robots
Poster
ClearSightADAS – Weather Resilient Road & Traffic Sign Detection & Recognition for ADAS
Poster
Classification and Analysis of Alzheimer’s Disease using Deep Learning on Neuroimaging Data
Poster
Deception Detection using Machine Learning and Computer Vision Approaches
Poster
Using AI in determining alveolar bone loss in Dental X-rays to aid in periodontal diagnosis
Poster

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Faculty of Engineering, Univeristy of Peradeniya, Sri Lanka.

marc@eng.pdn.ac.lk

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