Fast Detection of Missing Thin Propagating Cracks during Deep-Learning-Based Concrete Crack/Non-Crack Classification

Existing deep learning (DL) models can detect wider or thicker segments of cracks that occupy multiple pixels in the width direction, but fail to distinguish the thin tail shallow segment or propagating crack occupying fewer pixels. Therefore, in this study, we proposed a scheme for tracking missing...

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Bibliografiske detaljer

Principais autores:	Ganesh Kolappan Geetha, Hyun-Jung Yang, Sung-Han Sim
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2023-01-01
Serier:	Sensors
Fag:	deep learning 1D-CNN concrete crack and non-crack thin crack classification structural health monitoring fast detection
Online adgang:	https://www.mdpi.com/1424-8220/23/3/1419
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