This study uses a hybrid deep learning technique to classify asphalt, pavement, and unpaved roads. In real-world circumstances, image data noise can damage image categorization algorithms. This issue ...

Utilizing data from 116 vehicles, including buses and heavy trucks, a Convolutional Neural Network (CNN)-based autoencoder was employed to extract latent hierarchical features, facilitating the ...