A Hybrid Approach for Pavement Crack Detection Using Mask R-CNN and Vision Transformer Model
Shorouq Alshawabkeh, Daojun Dong, Yao Cheng, Liping Li, Wu Li
2024Computers, materials & continua/Computers, materials & continua (Print)22 citationsDOIOpen Access PDF
Abstract
Detecting pavement cracks is critical for road safety and infrastructure management. Traditional methods, relying on manual inspection and basic image processing, are time-consuming and prone to errors. Recent deep-learning (... | Find, read and cite all the research you need on Tech Science Press
Topics & Concepts
TransformerComputer scienceArtificial intelligenceComputer visionEngineeringElectrical engineeringVoltageInfrastructure Maintenance and MonitoringVehicle License Plate RecognitionAsphalt Pavement Performance Evaluation