Research on Tunnel Crack Identification Localization and Segmentation Method Based on Improved YOLOX and UNETR++

To address the challenges in identifying and segmenting fine irregular cracks in tunnels, this paper proposes a new crack identification, localization and segmentation method based on improved YOLOX and UNETR++. The improved YOLOX recognition algorithm builds upon the original YOLOX network architec...

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Hlavní autoři:	Wei Sun, Xiaohu Liu, Zhiyong Lei
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2025-05-01
Edice:	Sensors
Témata:	tunnel cracks crack identification crack segmentation lightweight network attention mechanism
On-line přístup:	https://www.mdpi.com/1424-8220/25/11/3417
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