Advances in computer vision-based civil infrastructure inspection and monitoring
Computer vision techniques, in conjunction with acquisition through remote cameras and
unmanned aerial vehicles (UAVs), offer promising non-contact solutions to civil infrastructure …
unmanned aerial vehicles (UAVs), offer promising non-contact solutions to civil infrastructure …
Image based techniques for crack detection, classification and quantification in asphalt pavement: a review
Pavement condition information is a significant component in Pavement Management
Systems. The labeling and quantification of the type, severity, and extent of surface cracking …
Systems. The labeling and quantification of the type, severity, and extent of surface cracking …
Deep machine learning approach to develop a new asphalt pavement condition index
Pavement condition assessment provides information to make more cost-effective and
consistent decisions regarding management of pavement network. Generally, pavement …
consistent decisions regarding management of pavement network. Generally, pavement …
Automated crack severity level detection and classification for ballastless track slab using deep convolutional neural network
W Wang, W Hu, W Wang, X Xu, M Wang, Y Shi… - Automation in …, 2021 - Elsevier
The classification and treatment of cracks with different severity levels based on the width
measurement is a critical consideration in maintenance of ballastless track slab. Existing …
measurement is a critical consideration in maintenance of ballastless track slab. Existing …
Scene understanding in construction and buildings using image processing methods: A comprehensive review and a case study
Acquiring photos and videos has become a new norm in construction and building projects.
However, imagery data is not utilized effectively due to the shortage of required skillsets in …
However, imagery data is not utilized effectively due to the shortage of required skillsets in …
A triple-thresholds pavement crack detection method leveraging random structured forest
Automatic pavement crack detection has attracted increasing attention in the field of national
infrastructure maintenance and rehabilitation. However, due to inhomogeneous crack pixel …
infrastructure maintenance and rehabilitation. However, due to inhomogeneous crack pixel …
Automated detection of multiple pavement defects
SC Radopoulou, I Brilakis - Journal of Computing in Civil …, 2017 - ascelibrary.org
Knowing the pavement condition is essential for efficiently deciding on maintenance
programs. Current practice is predominantly manual with only 0.4% of inspections …
programs. Current practice is predominantly manual with only 0.4% of inspections …
Fast and accurate road crack detection based on adaptive cost-sensitive loss function
Numerous detection problems in computer vision, including road crack detection, suffer from
exceedingly foreground–background imbalance. Fortunately, modification of loss function …
exceedingly foreground–background imbalance. Fortunately, modification of loss function …
Attribute-based structural damage identification by few-shot meta learning with inter-class knowledge transfer
Image archives of multi-class structural damages can be collected by manual inspection and
then used for structural damage identification. On one hand, conventional image-processing …
then used for structural damage identification. On one hand, conventional image-processing …
Enhanced automatic detection of road surface cracks by combining 2D/3D image processing techniques
In this paper, a comprehensive automatic visual inspection system for detecting pavement
cracks, built around a Laser Road Inspection System (LRIS) onboard an instrumented …
cracks, built around a Laser Road Inspection System (LRIS) onboard an instrumented …