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Updated: Jun 22, 2025

Evaluating Targeting Accuracy in the Focal Plane for an Ultrasound-guided High-intensity Focused Ultrasound Phased-array System
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利用基于SPD-BRSA-AFPN的改进的YOLOv8进行超声波相位阵列非破坏性测试

Hongyu Chen1, Jianfeng Tao1

  • 1State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, China.

Ultrasonics
|June 29, 2024
PubMed
概括

这项研究通过使用改进的YOLOv8深度学习模型,增强了阶段式阵列超声波测试 (PAUT) 中的缺陷检测. 新的算法显著提高了对挑战性缺陷的准确性,例如侧孔钻孔,推进了自动非破坏性测试 (NDT).

关键词:
卷积神经网络是一种卷积神经网络.缺陷检测 检测缺陷检测 检测缺陷检测非破坏性测试是指非破坏性测试.阶段式阵列超声波 超声波这就是YOLOv8的意义.

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