Track Component Segmentation and Defect Detection: A Comprehensive Overview

Building upon existing knowledge and instance segmentation techniques, Guo et al. developed a detection system capable of simultaneously segmenting track components and detecting defects. Wu et al. introduced a track component detection framework called AOYOLO, which incorporates a target segmentation module to enhance the detection of rail surface defects and other track component defects.