Depth-Enhanced YOLO-SAM2 Detection for Reliable Ballast Insufficiency Identification

Shiyu Liu, Dylan Lester, Husnu Narman +2

This paper presents a depth-enhanced YOLO-SAM2 framework for detecting ballast insufficiency in railway tracks using RGB-D data. Although YOLOv8 provides reliable localization, the…