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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Detalles Bibliográficos

Principais autores:	Ganesh Kolappan Geetha, Hyun-Jung Yang, Sung-Han Sim
Formato:	Artigo
Idioma:	Inglês
Publicado:	MDPI AG 2023-01-01
Series:	Sensors
Assuntos:	deep learning 1D-CNN concrete crack and non-crack thin crack classification structural health monitoring fast detection
Acceso en liña:	https://www.mdpi.com/1424-8220/23/3/1419
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