A Hybrid Approach for Pavement Crack Detection Using Mask R-CNN and Vision Transformer Model

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

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Publication Details

Journal
Computers, materials & continua/Computers, materials & continua (Print)
Published
2024-11-21
DOI
https://doi.org/10.32604/cmc.2024.057213
Citations
13
Primary Topic
Infrastructure Maintenance and Monitoring
Type
article
Field-Weighted Citation Impact
3.39
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article

A Hybrid Approach for Pavement Crack Detection Using Mask R-CNN and Vision Transformer Model

Yao Cheng, Liping Li, Wu Li, Daojun Dong et al.
13 citations
Computers, materials & continua/Computers, materials & continua (Print)
Infrastructure Maintenance and Monitoring
3.39
article

A Hybrid Approach for Pavement Crack Detection Using Mask R-CNN and Vision Transformer Model

Yao Cheng, Liping Li, Wu Li, Daojun Dong, Shorouq Alshawabkeh
article en
13 citations

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

Computers, materials & continua/Computers, materials & continua (Print)Vol. 82(1)
China University of Geosciences (CN)
Sustainable cities and communities
Openalex Percentile: Top 8%
Infrastructure Maintenance and Monitoring
3.39
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