Segmentation Networks for Railway Track Components: Architecture and Evaluation

The organization structure of this article is as follows. Chapter 2 introduces the related work of commonly used segmentation networks and segmentation networks for railway track components. In Chapter 3, the architecture of the proposed network is presented. In Chapter 4, the experimental data, evaluation metrics, experimental settings, and experimental results are discussed. Chapter 5 provides a summary of this article.