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Automatic Pavement Crack Detection Transformer Based on Convolutional and Sequential Feature Fusion

To solve the problem of low accuracy of pavement crack detection caused by natural environment interference, this paper designed a lightweight detection framework named PCDETR (Pavement Crack DEtection TRansformer) network, based on the fusion of the convolution features with the sequence features a...

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Principais autores: Zhaoyun Sun, Junzhi Zhai, Lili Pei, Wei Li, Kaiyue Zhao
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-04-01
Serier:Sensors
Fag:
pavement crack detection
Swin-Transformer
residual network
DETR
low-code
sequence features
Online adgang:https://www.mdpi.com/1424-8220/23/7/3772
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