Publications
Talk · IET International Conference on Resilience of Transmission and Distribution Networks · January 1, 2017
Live Line Snow and Ice Coverage Detection of Ceramic Insulator Using Gabor Image Features
Damira Pernebayeva, Alex Pappachen James, Mehdi Bagheri
Abstract
This study proposes a novel inspection technique for remote information extraction from electrical insulator surface under complex climate condition using image processing. Experiments conducted on recorded images of snow, ice and water covered insulator. Gabor filtering algorithm is utilized for extracting a set of Gabor phase congruency features from insulator images for the presence or absence of snow, ice and water droplets using minimum distance nearest neighbour classifier.
Power Line Inspection RobotsHigh voltage insulation and dielectric phenomenaIcing and De-icing Technologiesceramic insulatorswater dropletspower transmission lines
More by Damira Mussina
- Advancing Orthopaedic Imaging: Self-Supervised Vision Transformers for 3D Reconstruction of Knee Magnetic Resonance ImagingTraumatology and Orthopаedics of Kazakhstan · 2025
- Multi-Modal Data Fusion Using Deep Neural Network for Condition Monitoring of High Voltage InsulatorIEEE Access · 2020 · Citations: 61
- IN-YOLO: Real-Time Detection of Outdoor High Voltage Insulators Using UAV ImagingIEEE Transactions on Power Delivery · 2019 · Citations: 312
- High voltage outdoor insulator surface condition evaluation using aerial insulator imagesHigh Voltage · 2019 · Citations: 51