Suitable road pavements assessment becomes essential to provide safe traffic movements
of people and goods. Moreover, a reliable transportation network is a crucial aspect of …

Pavement crack detection is critical for transportation infrastructure assessment using
ground penetrating radar (GPR). This paper describes a YOLOv3 model with four-scale …

Ground penetration radar (GPR) technology has received in-depth analysis and rapid
development in the field of civil engineering. GPR data analysis is one of the basic and …

Non-destructive testing and characterization of internal vertical cracks are critical for road
maintenance by ground penetrating radar (GPR). This paper describes a mask region …

The lack of data and poor quality of ground penetrating radar (GPR) images have limited the
development of the object detection for internal cracks in asphalt pavement. To address this …

Improving the detection efficiency and maintenance benefits is one of the greatest
challenges in road testing and maintenance. To address this problem, this paper presents a …

Collapses of urban roads caused by defects in shallow underground spaces are extremely
dangerous, and this imposes high requirements for the detection of potential defect areas …

Automatic and efficient ground penetrating radar (GPR) data analysis remains a bottleneck,
especially restricting applications in real-time monitoring systems. Deep learning …

The detection and restoration of subsurface defects are essential for ensuring the structural
reliability of airport runways. Subsurface inspections can be performed with the aid of a robot …

Ground penetrating radar (GPR), as a non-destructive and rapid detection instrument, has
been widely used for underground pipeline detection. However, as the interpretation of 3 …