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An integrated method for railway fastener defect detection and geometric parameter measurement using 3D line laser sensor

Fig 5

RGB-point cloud bimodal data of railway track.

(a) RGB depth image showing fastener shape and presence; (b) Point cloud rendering showing spatial configuration and depth details. Black pixels in (a) represent invalid points due to sensor occlusions.

Fig 5

doi: https://doi.org/10.1371/journal.pone.0341210.g005