Deep Learning-Based Semantic Segmentation Methods for Pavement Cracks

As road mileage continues to expand, the number of disasters caused by expanding pavement cracks is increasing. Two main methods, image processing and deep learning, are used to detect these cracks to improve the efficiency and quality of pavement crack segmentation. The classical segmentation netwo...

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Bibliographic Details
Main Authors: Yu Zhang, Xin Gao, Hanzhong Zhang
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/14/3/182