Insulator Defect Detection by Fusing Fine-Grained Features and Contextual Information
Insulator defect detection is a key task in uncrewed aerial vehicle (UAV) inspection of transmission lines. Defects in real inspection images commonly exhibit small scale, weak texture, blurred boundaries, and strong background interference, leaving existing detectors insufficient in fine-detail feature representation...