An Integrated Method for Road Crack Segmentation and Surface Feature Quantification under Complex Backgrounds

In the present study, an integrated framework for automatic detection, segmentation, and measurement of road surface cracks is proposed. First, road images are captured, and crack regions are detected based on the fifth version of the You Only Look Once (YOLOv5) algorithm; then, a modified Residual...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Lu Deng, An Zhang, Jingjing Guo, Yingkai Liu
Format:	Article
Language:	English
Published:	MDPI AG 2023-03-01
Subjects:	road engineering pavement crack segmentation deep learning YOLOv5 feature quantification
Online Access:	https://www.mdpi.com/2072-4292/15/6/1530