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A cascaded detection method for railway foreign object intrusion in extreme weather based on improved LR-ASPP and fused Mamba-YOLO

Abstract Low visibility and image degradation caused by adverse weather seriously threaten the operational safety of high-speed railways. This poses core challenges for existing visual detection methods in complex degradation scenarios, including missed detection of small objects, blurred feature ex...

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Hlavní autoři: Shanping Ning, Feng Ding, Bangbang Chen, Pengfei Guo
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Portfolio 2026-04-01
Edice:Scientific Reports
On-line přístup:https://doi.org/10.1038/s41598-026-50869-5
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