Research on lightweight tunnel cable fire recognition algorithm based on multi-scale features

Abstract Currently, tunnel fire detection faces challenges such as slow response times, high false alarm rates, and poor timeliness. With the rapid development of computer vision, tunnel intelligent fire detection has received extensive attention from academia and industry. In this study, a lightwei...

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Bibliographic Details
Main Authors: Zimeng Liu, Lei Zhang, Huiqiang Ma, Xuebing Chen, Molin Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-09641-4
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