Improving Insulators Detection Accuracy via Image Enhancement Techniques: Case of Indigenous Aerial Image Dataset - Muhammad Jiskani, Shafi; Hussain, Tanweer; Ali Sahito, Anwar; Shaikh, Faheemullah; Kumar, Laveet (IEEE access, 2024)
Keywords: Accuracy; Algorithms; Autonomous aerial vehicles; Condition monitoring; contrast limited adaptive histogram equalization (CLAHE); Datasets; Feature extraction; Histograms; hue saturation value (HSV) color space; Image color analysis; Image enhancement; Image segmentation; Image transmission; indigenous dataset; insulator detection; Insulators; Lighting; Machine learning; Monitoring; NTDCL Pakistan; Power transmission lines; Transmission lines; Unmanned aerial vehicles; YOLO; you only look once (YOLO)