HMFCA-Net: Hierarchical multi-frequency based Channel attention net for mobile phone surface defect detection

Ying Zhu,Runwei Ding,Weibo Huang,Peng Wei,Ge Yang,Yong Wang

Pattern Recognition Letters（2022）

引用 12|浏览14

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摘要

•A hierarchical multi-frequency based channel attention network is proposed.•An improved two-stage detector for mobile phone surface defect detection is proposed.•The experiments on the benchmark datasets verify the effectiveness of the proposed method.

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关键词

Defect detection,HMFCA-Net,Multi-frequency channel information,Local cross-channel interaction

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