Performance Comparison of Deep Convolutional Neural Network-based Semantic Segmentation Models for Crack Detection on Asphalt Pavement
Surface cracks are the main signs of structural damage in pavement infrastructure networks, especially in transportation systems around the world, where it is essential to perform timely maintenance. Traditional crack detection techniques suffer from low detection accuracy, environmental sensitivity, and assessment inc...