Small target detection in coal mine underground based on improved RTDETR algorithm

Abstract Aiming at the problem of low detection accuracy of small targets such as helmets and self-rescuers in complex scenarios in coal mines, a small target detection method based on improved Real-Time DEtection TRansformer (RTDETR) for underground coal mines is proposed. A new BasicBlock-PConv mo...

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Bibliographic Details
Main Authors: Feng Tian, Cong Song, Xiaopei Liu
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-96638-8
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