[HTML][HTML] Deep learning framework for intelligent pavement condition rating: A direct classification approach for regional and local roads

WS Qureshi, D Power, I Ullah, B Mulry… - Automation in …, 2023 - Elsevier
Transport authorities rely on pavement characteristics to determine a pavement condition
rating index. However, manually computing ratings can be a tedious, subjective, time …

[HTML][HTML] Deep Learning for Automated Visual Inspection in Manufacturing and Maintenance: A Survey of Open-Access Papers

N Hütten, M Alves Gomes, F Hölken… - Applied System …, 2024 - mdpi.com
Quality assessment in industrial applications is often carried out through visual inspection,
usually performed or supported by human domain experts. However, the manual visual …

[HTML][HTML] Quantification of Structural Defects Using Pixel Level Spatial Information from Photogrammetry

Y Guo, X Shen, J Linke, Z Wang, K Barati - Sensors, 2023 - mdpi.com
Aging infrastructure has drawn increased attention globally, as its collapse would be
destructive economically and socially. Precise quantification of minor defects is essential for …

Machine Learning Approaches for Detection/Classification and Prediction Purposes in Pavement Engineering Studies: An Overview

N Karballaeezadeh, A Maaruof… - 2023 IEEE 17th …, 2023 - ieeexplore.ieee.org
In order to maintain, manage, and budget for pavement infrastructure, road pavement
condition assessment is necessary. Several pavement characteristics are measured to …

An Intelligent Detection and Classification Model Based on Computer Vision for Pavement Cracks in Complicated Scenarios

Y Wang, Q Qi, L Sun, W Xian, T Ma, C Lu, J Zhang - Applied Sciences, 2024 - mdpi.com
With the extension of road service life, cracks are the most significant type of pavement
distress. To monitor road conditions and avoid excessive damage, pavement crack detection …

[HTML][HTML] Exploring the Efficacy of Sparse Feature in Pavement Distress Image Classification: A Focus on Pavement-Specific Knowledge

Y Yuan, J Chen, H Lang, J Lu - Applied Sciences, 2023 - mdpi.com
Road surface deterioration, such as cracks and potholes, poses a significant threat to both
road safety and infrastructure longevity. Swift and accurate detection of these issues is …

A Deep Learning-Based Object Detection Framework for Automatic Asphalt Pavement Patch Detection Using Laser Profiling Images

IH Syed, S McKeever, K Feighan, D Power… - … on Computer Vision …, 2023 - Springer
Road maintenance and the early detection of road defects rely on routine pavement
inspections. While advanced 3D laser profiling systems have the capability to automatically …

Alternativas de rehabilitación mediante la evaluación de la infraestructura vial en carreteras de montaña

AC Lalangui Yaguana, GE Serrano Sarango - 2024 - repositorio.utmachala.edu.ec
Las deficiencias que se presentan en la infraestructura vial se relacionan por la falta de
mantenimientos en las vías. Para este análisis se presenta una metodología basada en las …

INTELLIGENT ECOLOGICAL MONITORING SYSTEM FOR REMOTE ASSESSMENT OF SURFACE CONDITION IN PROCESSES OF PETROCHEMISTRY AND OIL …

LR Bekirova, EM Bunyatova - Processes of Petrochemistry and Oil Refining, 2024 - ppor.az
A structural and functional model of an intelligent monitoring system with the ability to
organize research based on measurement methods and tools suitable for different …