A Crack Identification Method for Concrete Structures Using Improved U-Net Convolutional Neural Networks

The traditional method for detecting cracks in concrete bridges has the disadvantages of low accuracy and weak robustness. Combined with the crack digital image data obtained from bending test of reinforced concrete beams, a crack identification method for concrete structures based on improved U-net...

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Bibliographic Details
Main Authors: Wenting Qiao, Hongwei Zhang, Fei Zhu, Qiande Wu
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2021/6654996