Abstract: Recent state-of-the-art pavement crack detection algorithms are data-driven and domain-sensitive due to their heavy reliance on datasets. Establishing a high-quality pavement crack dataset ...

Abstract: Accurate and efficient pixel-level pavement crack detection is critically important for traffic management. Despite the improved performance on current deep learning-based detection methods, ...

However, currently existing detection methods do not usually pay close attention to the global, local and multi-scale feature information of road crack images, resulting in poor detection effects. To ...