Railway Subgrade Defect Automatic Recognition Method Based on Improved Faster R-CNN

Figure 6

The ground penetrating profile of railway subgrade defects.

(a) Subgrade settlement defect

(b) Water abnormality defect

(c) Mud pumping defect

(d) Ballast fouling defect