[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 …

Use of parallel ResNet for high-performance pavement crack detection and measurement

Z Fan, H Lin, C Li, J Su, S Bruno, G Loprencipe - Sustainability, 2022 - mdpi.com
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 …

Speed data collection methods: a review

G Del Serrone, G Cantisani, P Peluso - Transportation research procedia, 2023 - Elsevier
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 …

[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 …

A robotized raspberry-based system for pothole 3D reconstruction and mapping

S Bruno, G Loprencipe, P Di Mascio, G Cantisani… - Sensors, 2023 - mdpi.com
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 …

Development of a GIS-Based Methodology for the Management of Stone Pavements Using Low-Cost Sensors

S Bruno, L Vita, G Loprencipe - Sensors, 2022 - mdpi.com
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 …

Technical proposal for monitoring thermal and mechanical stresses of a runway pavement

S Bruno, G Del Serrone, P Di Mascio, G Loprencipe… - Sensors, 2021 - mdpi.com
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 …

A comprehensive review on applications of Raspberry Pi

SE Mathe, HK Kondaveeti, S Vappangi… - Computer Science …, 2024 - Elsevier
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 …

Experimental investigation on the use of multiple very low-cost inertial-based devices for comfort assessment and rail track monitoring

RH de Oliveira, G Loprencipe, FGV de Almeida Filho… - Measurement, 2022 - Elsevier
The periodic rail track inspection is mandatory to ensure ride comfort and operational safety.
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 …