Pavement asset management systems and technologies: A review
NSP Peraka, KP Biligiri - Automation in Construction, 2020 - Elsevier
Pavement asset management system (PAMS) assists agencies and decision makers to
maintain deteriorating pavement assets with optimized budget allocation. The recent …
maintain deteriorating pavement assets with optimized budget allocation. The recent …
[HTML][HTML] Machine learning algorithms for monitoring pavement performance
S Cano-Ortiz, P Pascual-Muñoz… - Automation in …, 2022 - Elsevier
This work introduces the need to develop competitive, low-cost and applicable technologies
to real roads to detect the asphalt condition by means of Machine Learning (ML) algorithms …
to real roads to detect the asphalt condition by means of Machine Learning (ML) algorithms …
Application of image technology on pavement distress detection: A review
Z Du, J Yuan, F Xiao, C Hettiarachchi - Measurement, 2021 - Elsevier
Digital image processing technology has been widely applied in various fields, and it is also
increasingly used in pavement distress detection in recent years. The objective of this review …
increasingly used in pavement distress detection in recent years. The objective of this review …
Real-time concrete damage detection using deep learning for high rise structures
Nowadays, the number of aging high-rise civil structures is growing throughout the world,
and most of them use concrete as a building material. Concrete may lose its strength due to …
and most of them use concrete as a building material. Concrete may lose its strength due to …
Pixelwise asphalt concrete pavement crack detection via deep learning‐based semantic segmentation method
Explicit gaps exist between the advanced deep learning technologies and the less satisfied
pixel‐level crack detection algorithms. Therefore, this research sought to bridge this gap via …
pixel‐level crack detection algorithms. Therefore, this research sought to bridge this gap via …
[PDF][PDF] Identifying asphalt pavement distress using UAV LiDAR point cloud data and random forest classification
Z Li, C Cheng, MP Kwan, X Tong… - … International Journal of …, 2019 - pdfs.semanticscholar.org
Asphalt pavement ages and incurs various distresses due to natural and human factors.
Thus, it is crucial to rapidly and accurately extract different types of pavement distress to …
Thus, it is crucial to rapidly and accurately extract different types of pavement distress to …
A Transformer-Optimized Deep Learning Network for Road Damage Detection and Tracking
N Wang, L Shang, X Song - Sensors, 2023 - mdpi.com
To solve the problems of low accuracy and false counts of existing models in road damage
object detection and tracking, in this paper, we propose Road-TransTrack, a tracking model …
object detection and tracking, in this paper, we propose Road-TransTrack, a tracking model …
Calibration of UAV flight parameters for pavement pothole detection using orthogonal arrays
E Atencio, F Plaza-Muñoz, F Muñoz-La Rivera… - Automation in …, 2022 - Elsevier
Visual inspection for road damages demands significant human effort. Automating these
inspections would reduce costs and errors. Using photogrammetry to generate 3D models of …
inspections would reduce costs and errors. Using photogrammetry to generate 3D models of …
[HTML][HTML] Unmanned aerial vehicle implementation for pavement condition survey
Abstract The Utilization of Unmanned Aerial Vehicle (UAV) as a vehicle for comprehensive
and fast road condition data acquisition is expected to minimize or even replace …
and fast road condition data acquisition is expected to minimize or even replace …
Analysis of optimal flight parameters of unmanned aerial vehicles (UAVs) for detecting potholes in pavements
E Romero-Chambi, S Villarroel-Quezada, E Atencio… - Applied Sciences, 2020 - mdpi.com
Pavement maintenance seeks to provide optimal service conditions. Before maintenance, it
is necessary to know the condition of the pavement by inspection, a crucial step in deciding …
is necessary to know the condition of the pavement by inspection, a crucial step in deciding …