Probabilistic Service Life Model of Pavement Marking by Degradation Data

LN Mazzoni, LL Ho, KL Vasconcelos… - Transportation …, 2022 - journals.sagepub.com
Pavement markings are important features for improving road safety. As these markings
must possess adequate retroreflectivity, road agencies are concerned about retroreflectivity …

Retroreflectivity-based service life and life-cycle cost analysis of airfield pavement markings

Z Wan, H Wang - Transportation Research Record, 2024 - journals.sagepub.com
Airfield pavement marking plays a critical role in the efficient and safe operation of airport.
Glass beads are embedded in the paints to refract and reflect light and enhance brightness …

Development of a Machine-Learning-Based Tool to Predict Retroreflectivity of Pavement Markings Across the US

I Ibne Idris, M Mousa, M Hassan… - Transportation …, 2024 - journals.sagepub.com
Retroreflectivity plays a crucial role in pavement markings as it enhances nighttime visibility
for drivers. Yet, owing to budget constraints, many US state agencies rarely monitor the …

Prediction of Service Life of Thermoplastic Road Markings on Expressways

L Zhao, H Ding, J Sun, G Wu, H Xing, W Wang, J Song - Sustainability, 2023 - mdpi.com
Currently, historical data and on-site surveys—particularly in the context of China—are
heavily relied upon to determine the best time to maintain expressway road markings. This …

Machine Learning–Based Framework for Prediction of Retroreflectivity Degradation of Pavement Markings across the US

II Idris, M Mousa, MM Hassan - Journal of Transportation …, 2024 - ascelibrary.org
Pavement markings are essential traffic control devices that enhance safety for motorists
during nighttime. Numerous statistical learning models have been developed in prior studies …

Predicting the retroreflectivity degradation of thermoplastic pavement markings with genetic algorithm

II Idris, MR Mousa, M Hassan, H Dhasmana - Tran-SET 2022, 2022 - ascelibrary.org
In this study, genetic algorithm (GA) was employed to model the degradation of
thermoplastic markings considering the key variables that are believed to have a significant …

Field Data Analysis of Pavement Marking Retroreflectivity and Its Relationship with Paint and Glass Bead Characteristics

LN Mazzoni, K Vasconcelos, O Albarracín, L Bernucci… - Applied Sciences, 2024 - mdpi.com
Featured Application White water-based paints with high-volume solids and well-graded
glass beads, characterized by uniformity and curvature coefficients, improve pavement …

Modeling retroreflectivity degradation of pavement markings across the US with advanced machine learning algorithms

II Idris, M Mousa, M Hassan - Journal of Infrastructure Preservation and …, 2024 - Springer
Retroreflectivity is the primary metric that controls the visibility of pavement markings during
nighttime and in adverse weather conditions. Maintaining the minimum level of …

Pavement Marking Retroreflectivity: Exploring Degradation Factors and Relationship with Road Safety

MM Hossain - 2024 - etd.auburn.edu
The evaluation of pavement marking materials is primarily based on their retroreflectivity
(RL), which refers to how well they reflect vehicle headlights back toward the driver. This …

Optimal Spatial-Spectral Input For Real-Time Hyperspectral Image Classification

J Haidar, S Mustapha, D Salam… - 2022 12th Workshop on …, 2022 - ieeexplore.ieee.org
In this paper, we propose a novel approach for real-time hyperspectral image classification
using optimal spatial-spectral input. The optimal input consisted of the main pixel with two of …