CAREER SUMMARY
- Currently working as a lecturer in the Electrical and Electronic Engineering Department at SLIIT.
- Former Assistant Telecommunication Engineer at Mobitel.
- Former Assistant Research Engineer at JLanka Research and Development.
ACADEMIC QUALIFICATIONS
- Doctor of Philosophy (Ph.D.) in the field of Computer Vision and Artificial Intelligence.
- Second Class Honours degree in the field of Electrical and Electronic Engineering.
RESEARCH INTERESTS AND MEMBERSHIP
Research Interests
- Deep Learining
- Machine Learning
- Big Data Analytics
- IoT based research
- Image Processing
- Biomdeical Engineering
Memberships
- External Researcher at the University of Oxford, UK.
- External Research Collaborator at the University of Applied Science and Arts Southern Switzerland (SUPSI), Switzerland.
MY PUBLICATIONS
Journal Publications
- ND Wedasingha, P Samarasinghe, L Seneviratne, M Papndrea, A Puiatti "Automated anomalous child repetitive head movement identification through transformer networks"
- Wedasingha.N ,V. Ramesha, M. D., Kavindi, M. V., Somawansa, R. P., Yadav, A., Samarasinghe, P., & Jayasinghearachchi "Children’s Behavior Analysis Through Smart Toys"
- ND Wedasingha, P Samarasinghe, L Seneviratne, M Papndrea, A Puiatti "Child Head Gesture Classification through Transformers"
- ND Wedasingha, P Samarasinghe, L Seneviratne, M Papndrea, A Puiatti "Skeleton Based Periodicity Analysis of Repetitive Actions"
- Nushara Wedasingha, Pradeepa Samarasinghe, Lasantha Senevirathne, Michela Papandrea, and Alessandro Puiatti "Identifying Repetitive Patterns in Typical and Atypical Child Hand Movements Through Skeleton and Image-based Auto-Encoders"
- Nushara Wedasingha, Pradeepa Samarasinghe, Lasantha Senevirathne, Michela Papandrea, and Alessandro Puiatti "Auto-encoder based Repetitive Child Hand Movement Pattern Identification"
- Chandrasekara, Senal and Abeysinghe, Nimsiri and Silva, Chamara and Wedasingha, Nushara and De Silva, Subhashini "Auto-tracking Camera for Hybrid Teaching Settings"
- Shanelle Tennekoon, Nimsiri Abhayasinghe, Nushara Wedasingha "Object Recognition and Assistance System for Visually Impaired Shoppers}"
- Shanelle Tennekoon, Nushara Wedasingha, Anuradhi welhenge, Nimsiri Abhayasinghe, and Iain Murray "Advancing Object Detection: An Exploration of Evolving Techniques and Navigation"
- Nisal Weerasinghe, Nushara Wedasingha, and Lasantha Senevirathne "Efficient Path Estimation via Sensor Fusion of IMU, GPS, and Wheel Encoder and Control Parameter Optimization"
- Nushara Deshith Wedasingha, Pradeepa Samarasinghe, Lasantha Senevirathe, Michela Papandrea, Alessandro Puiatti "Autoencoder-Based Data Clustering for Identifying Anomalous Repetitive Hand Movements, and Behavioral Transition Patterns in Children"
- Cheneli Anne Jayawardena, Nushara Wedasingha, Nival Kolambage, and Shehan Perera "Diagnostic Support System for Pneumonia Detection and Lung Disease Assessment from Chest X-rays"
