[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 …
Use of parallel ResNet for high-performance pavement crack detection and measurement
In the process of road pavement health and safety assessment, crack detection plays a
pivotal role in a preventive maintenance strategy. Recently, Convolutional Neural Networks …
pivotal role in a preventive maintenance strategy. Recently, Convolutional Neural Networks …
Speed data collection methods: a review
Various studies have been focusing on a wide range of techniques to detect traffic flow
characteristics, like speed and travel times. Therefore, a key aspect to obtain statistically …
characteristics, like speed and travel times. Therefore, a key aspect to obtain statistically …
[HTML][HTML] Urban road pavements monitoring and assessment using bike and e-scooter as probe vehicles
S Cafiso, A Di Graziano, V Marchetta… - Case Studies in …, 2022 - Elsevier
Comfort and safe-mobility are two aspects that should be provided to non-motorized users
that are an increasing component of the urban micro-mobility (eg bikes and e-scooters). For …
that are an increasing component of the urban micro-mobility (eg bikes and e-scooters). For …
A robotized raspberry-based system for pothole 3D reconstruction and mapping
Repairing potholes is a task for municipalities to prevent serious road user injuries and
vehicle damage. This study presents a low-cost, high-performance pothole monitoring …
vehicle damage. This study presents a low-cost, high-performance pothole monitoring …
Development of a GIS-Based Methodology for the Management of Stone Pavements Using Low-Cost Sensors
Stone pavements are present in many cities and their historical and cultural importance is
well recognized. However, there are no standard monitoring methods for this type of …
well recognized. However, there are no standard monitoring methods for this type of …
Technical proposal for monitoring thermal and mechanical stresses of a runway pavement
Airport pavements should ensure regular and safe movements during their service life; the
management body has to monitor the functional and structural characteristics, and schedule …
management body has to monitor the functional and structural characteristics, and schedule …
A comprehensive review on applications of Raspberry Pi
Raspberry Pi is an invaluable and popular prototyping tool in scientific research for
experimenting with a wide variety of ideas, ranging from simple to complex projects. This …
experimenting with a wide variety of ideas, ranging from simple to complex projects. This …
Experimental investigation on the use of multiple very low-cost inertial-based devices for comfort assessment and rail track monitoring
The periodic rail track inspection is mandatory to ensure ride comfort and operational safety.
However, conventional monitoring technologies have high costs, stimulating research on …
However, conventional monitoring technologies have high costs, stimulating research on …
Characterizing ride quality with a composite roughness index
R Bridgelall - IEEE Transactions on Intelligent Transportation …, 2022 - ieeexplore.ieee.org
There are many important applications that require ride quality characterization. However,
the only international standard that specifies a roughness index is not suitable for …
the only international standard that specifies a roughness index is not suitable for …