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
YOLO Ensemble for UAV-based Multispectral Defect Detection in Wind Turbine Components
IDAACS 2025YOLOEnsemble LearningMultispectralWind Turbine+2
Determining the Criticality Assessment of Defects on Wind Turbine Components Detected by UAV Sensors
IntelITSIS 2025 · CEUR Workshop Proceedings 3963Wind TurbineDefect DetectionUAVCriticality Assessment
Criticality Assessment of Wind Turbine Defects via Multispectral UAV Fusion and Fuzzy Logic
Energies 18(17), 4523Wind TurbineDefect DetectionMultispectralUAV+2
DyTAM: Accelerating Wind Turbine Inspections with Dynamic UAV Trajectory Adaptation
Energies 18(7), 1823Wind TurbineUAVTrajectory AdaptationDynamic Inspection+1
Thermal and RGB Images Work Better Together in Wind Turbine Damage Detection
International Journal of Computing 23(4), 526-535Wind TurbineThermal ImagingRGBImage Fusion+2
Precision Slicing for Enhanced Defect Detection in High-Resolution Wind Turbine Blade Imagery
ICyberPhyS 2024Wind TurbineDefect DetectionImage SlicingHigh Resolution+1