Deep learning-based weak micro-defect detection on an optical lens surface with micro vision

To solve limited efficiency and reliability issues caused by current manual quality control processes in optical lens (OL) production environments, we propose an automatic micro vision-based inspection system named MVIS used to capture the surface defect images and make the OL dataset and predictive...

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Veröffentlicht in:	Optics express 2023-02, Vol.31 (4), p.5593-5608
Hauptverfasser:	Yang, Wennuo, Chen, Meiyun, Wu, Heng, Lin, Zhengyang, Kong, Deqing, Xie, Shengli, Takamasu, Kiyoshi
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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