Dr Gihan Ruwanpathirana
Research Fellow
Department of Infrastructure Engineering
12 Scholarly works
2 Projects
HIGHLIGHTS
2026
Journal article
Progressive dataset expansion for AI-based plastic waste detection: A learning curve approach toward optimized future data collection
DOI: 10.1016/j.resconrec.2026.1088512025
Conference Proceedings
Systematic Review of Annotation Strategies for Overlapping Objects in AI Waste Management
DOI: 10.1109/icatc68823.2025.114075742025
Journal article
Interpretation and understanding of asphalt crack detection deep learning models using integrated gradient (I.G.) maps
DOI: 10.1016/j.cscm.2025.e046132025
Research grants (other domestic)
X-Retina: A Real-Time Cloud-Based AI-vision and Cognitive Factory Digital Twin to Maximise Plastic Recycling
2025
Conference Proceedings
Optimizing Data Annotation Strategies for Overlapping Objects in AI-Based Waste Sorting Systems
DOI: 10.1109/ICAC69156.2025.113614702024
Research grants (other domestic)
Ai-Driven Fused RGB and Nir Hyperspectral Vision for Sorting Waste Plastics
2024
Journal article
Impact of PET Reconstruction on Amyloid-β Quantitation in Cross-Sectional and Longitudinal Analyses
DOI: 10.2967/jnumed.123.266188
RECENT SCHOLARLY WORKS
2024
Journal article
Inter-scanner Aβ-PET harmonization using barrel phantom spatial resolution matching
DOI: 10.1002/dad2.125612023
Journal article
Assessment of crack severity of asphalt pavements using deep learning algorithms and geospatial system
DOI: 10.1016/j.conbuildmat.2023.1326842023
Journal article
Exploring the association between tau‐PET and Aβ‐amyloid Centiloid value using deep learning
DOI: 10.1002/alz.0649812023
Journal article
AI-powered smart recycling: turning plastic trash into treasure
DOI: 10.31705/bprm.v3(2).2023.42022
Journal article
Mapping the association between tau-PET and Aβ-amyloid-PET using deep learning
DOI: 10.1038/s41598-022-18963-6