A Depth Camera-Based Intelligent Method for Identifying and Quantifying Pavement Diseases

In this study, a depth camera-based intelligence method is proposed. First, road damage images are collected and transformed into a training set. Then training, defect detection, defect extraction, and classification are performed. In addition, a YOLOv5 is used to create, train, validate, and test t...

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Bibliographic Details
Main Authors: Hao Bai, Xiangyu Hu, Fei Chen, Zhiyong Liao, Kai Li, Guangjiong Ran, Fengni Wei
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Advances in Civil Engineering
Online Access:http://dx.doi.org/10.1155/2022/4992321
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