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Author

Yuxuan Zhou

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Open access Sep 2026

Spot-Weld Defect Detection with YOLOv8n Integrating Multi-Receptive-Field Attention and Structural Re-Parameterization

The reliable detection of spot-weld defects in automotive structural components is challenged by large variations in defect scale, severe background interference and limited detection accuracy. Here, we propose YOLOv8-RFA-iEMA-RH, an improved YOLOv8n-based detector for spot-weld defects. A receptive field attention con...

Yuxuan Zhou, Shu-Dong Zhuang, Ao Sheng et al. · 0 citations
Open access Sep 2026

Performance Optimization of Digital Music Multi-Instrument Recognition Based on an Improved DCNN Model and Bi-LSTM

To solve the problems of low accuracy and insufficient robustness in instrument recognition in multi-instrument scenarios of digital music, a parallel structure combining a standard Convolution Neural Network and a multi-scale Dilated Convolution Neural Network (CNN-DCNN) is designed to extract multi-scale spatial acou...

Jun-Hui Zhao, Xiao-Hang Jia, Yuxuan Zhou · 0 citations

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