Research Publications
AI, computer vision and data security research by Oleksandr Melnychenko and Pavlo Radiuk. Method summaries, evaluation context and links to original publications.
All Publications49Publications
25Journal Articles
22Conference Papers
All Publications
Found 6 of 49 publications
Architecture of cyberphysical systems for UAV-based late-fusion defect detection in photovoltaic modules
Innovative Technologies and Scientific Solutions for Industries · 1(35), 79-99PhotovoltaicCyber-Physical SystemsImage FusionSCADA+1
Method of UAV-Based Inspection of Photovoltaic Modules Using Thermal and RGB Data Fusion
Radioelectronic and Computer Systems 2025(4), 186-205PhotovoltaicSolar PanelsUAV InspectionThermal Imaging+1
DyTAM: Accelerating Wind Turbine Inspections with Dynamic UAV Trajectory Adaptation
Energies 18(7), 1823Wind TurbineUAVTrajectory AdaptationDynamic Inspection+1
Dynamic Trajectory Adaptation for Efficient UAV Inspections of Wind Energy Units
DESSERT 2024UAVTrajectory PlanningWind EnergyDynamic Adaptation+1
Distributed Intelligent System Architecture for UAV-Assisted Monitoring of Wind Energy Infrastructure
AdvAIT 2024Distributed SystemsUAVWind EnergyInfrastructure Monitoring+1
Explainable Deep Learning: A Visual Analytics Approach with Transition Matrices
Mathematics 12(7), 1024Explainable AIVisual AnalyticsTransition MatricesDeep Learning+1