CBAM-SwinT-BL: Small Rail Surface Defect Detection Method Based on Swin Transformer With Block Level CBAM Enhancement

Under high-intensity rail operations, rail tracks endure considerable stresses resulting in various defects such as corrugation and spellings. Failure to effectively detect defects and provide maintenance in time would compromise service reliability and public safety. While advanced models have been...

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Principais autores:	Jiayi Zhao, Alison Wun-Lam Yeung, Muhammad Ali, Songjiang Lai, Vincent To-Yee Ng
Formato:	Artigo
Idioma:	Inglês
Publicado em:	IEEE 2024-01-01
Colecção:	IEEE Access
Assuntos:	Object detection small rail surface defects Swin Transformer convolutional block attention module (CBAM) attention mechanism
Acesso em linha:	https://ieeexplore.ieee.org/document/10772194/
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