Although the above methods have achieved good results in track image segmentation, most of the research focuses on segmenting individual components, and there is relatively little work on simultaneously segmenting multiple components of tracks in real-world scenes. Moreover, the segmentation performance needs to be improved.

Simultaneous Segmentation of Multiple Track Components in Real-World Scenes: A Challenge for Improved Performance

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