STrans-YOLOX: Fusing Swin Transformer and YOLOX for Automatic Pavement Crack Detection

STrans-YOLOX: Fusing Swin Transformer and YOLOX for Automatic Pavement Crack Detection

Automatic pavement crack detection is crucial for reducing road maintenance costs and ensuring transportation safety. Although convolutional neural networks (CNNs) have been widely used in automatic pavement crack detection, they cannot adequately model the long-range dependencies between pixels and...

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Bibliographic Details
Main Authors: Hui Luo, Jiamin Li, Lianming Cai, Mingquan Wu
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Applied Sciences
Subjects:
pavement crack detection
object detection
Swin Transformer
YOLOX
global guidance attention
multi-scale feature fusion
Online Access:https://www.mdpi.com/2076-3417/13/3/1999

Internet

https://www.mdpi.com/2076-3417/13/3/1999

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