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
Criticality Assessment of Wind Turbine Defects via Multispectral UAV Fusion and Fuzzy Logic
Energies 18(17), 4523Wind TurbineDefect DetectionMultispectralUAV+2
Hierarchical Deep Learning Model for Identifying Similar Targets in UAV Imagery
Drones 9(11), 743UAVTarget IdentificationHierarchical LearningDeep Learning+1
Intelligent Integrated System for Fruit Detection Using Multi-UAV Imaging and Deep Learning
Sensors 24(6), 1913Fruit DetectionMulti-UAVDeep LearningYOLOv5+2
Methods of collection, recognition and processing of images obtained using UAVs for detection of specified objects
UAVObject DetectionDeep LearningImage Processing+1
Apple Detection with Occlusions Using Modified YOLOv5-v1
IEEE IDAACS 2023Apple DetectionYOLOv5OcclusionObject Detection+1