Improved Crack Detection and Recognition Based on Convolutional Neural Network

Concrete cracks are very serious and potentially dangerous. There are three obvious limitations existing in the present machine learning methods: low recognition rate, low accuracy, and long time. Improved crack detection based on convolutional neural networks can automatically detect whether an ima...

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Bibliographic Details
Main Authors: Keqin Chen, Amit Yadav, Asif Khan, Yixin Meng, Kun Zhu
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Modelling and Simulation in Engineering
Online Access:http://dx.doi.org/10.1155/2019/8796743