Quality assessment in industrial applications is often carried out through visual inspection,
usually performed or supported by human domain experts. However, the manual visual …

Concrete roads have high durability and long-term performance. To ensure this, proper
design, good quality application and necessary maintenance are essential …

Detecting road damage quickly and accurately facilitates the ability of road-maintenance
agencies to make timely repairs to road surfaces, maintain optimal road conditions, optimize …

Transportation networks are severely affected by natural hazards, including landslides. The
prioritization of maintenance works is required to preserve the efficiency and functionality of …

Cracks are an acute distress in an asphalt pavement, which must be detected and quantified
to diagnose the pavement's health. Hence, many researchers have developed methods to …

Pavement condition evaluation is essential to time the preventative or rehabilitative actions
and control distress propagation. Failing to conduct timely evaluations can lead to severe …

Mobile Laser Scanning (MLS) system can provide high-density and accurate 3D point
clouds that enable rapid pavement crack detection for road maintenance tasks. Supervised …

Deep learning has enabled a straightforward, convenient method of road pavement
infrastructure management that facilitates a secure, cost-effective, and efficient transportation …

Numerous detection problems in computer vision, including road crack detection, suffer from
exceedingly foreground–background imbalance. Fortunately, modification of loss function …

For the successful operation of pavement management system, it is necessary to automate
the detection, classification, and severity assessment of road cracks, which are bottlenecks …