期刊论文

Ying Wang

英文

Applied Sciences-Basel

2076-3417

2022

12

19

10.3390/app12199697

Scientific and Technological Progress and Innovation Program of the Transportation Department of Hunan Province [201927]; National Defense Basic Scientific Research Project of State Administration of Science, Technology and Industry for National Defence [WDZC20205500119]; Natural Science Foundation of Hunan Province [2021JJ30456]; Open Research Project of the State Key Laboratory of Industrial Control Technology [ICT2022B60]

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Abstract: Featured Application Authors are encouraged to provide a concise description of the specific application or a potential application of the work. This section is not mandatory. Abstract It is an essential measure for workers to wear safety helmets when entering the construction site to prevent head injuries caused by object collision and falling. This paper proposes a lightweight algorithm for helmet-wearing detection based on YOLOV5, which is faster and more robust for helmet detection in natural construction scenarios. In this paper, the MCA attention mechanism is embedded in the ba...