The dataset for their experiments came from two established pavement images databases: CFD [44] and AigleRN [18]. Fan et al. [43] employed a typical CNN architecture with four convolutional layers, two sub-sampling (max-pooling) layers, and three fully-connected layers. All hidden layers ...