Automatic Pixel-Level Pavement Crack Recognition Using a Deep Feature Aggregation Segmentation Network with a scSE Attention Mechanism Module

Pavement crack detection is essential for safe driving. The traditional manual crack detection method is highly subjective and time-consuming. Hence, an automatic pavement crack detection system is needed to facilitate this progress. However, this is still a challenging task due to the complex topol...

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Hlavní autoři:	Wenting Qiao, Qiangwei Liu, Xiaoguang Wu, Biao Ma, Gang Li
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2021-04-01
Edice:	Sensors
Témata:	pavement crack detection CrackDFANet lightweight backbone network scSE attention mechanism module sub-network aggregation sub-stage aggregation
On-line přístup:	https://www.mdpi.com/1424-8220/21/9/2902
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