Automated Pavement Crack Damage Detection Using Deep Multiscale Convolutional Features

Figure 4

Visualization results of crack feature maps at different levels, in which the feature resolution of the shallow network is higher, retaining the crack characteristic details. The deep features are more abstract and have strong discriminant power.