Detection and Length Measurement of Cracks Captured in Low Definitions Using Convolutional Neural Networks

Continuous efforts were made in detecting cracks in images. Varied CNN models were developed and tested for detecting or segmenting crack regions. However, most datasets used in previous works contained clearly distinctive crack images. No previous methods were validated on blurry cracks captured in...

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Bibliographic Details
Main Authors: Jin-Young Kim, Man-Woo Park, Nhut Truong Huynh, Changsu Shim, Jong-Woong Park
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/23/8/3990