A Novel Method Based on Convolutional Neural Network for Surface Flaw Point Size Calibration of Optics.

Linjie Zhao

Bei Wang Zhaoyang Yin Xinxiang Miao Shicheng Zhou Linjie Zhao Xiaotao Li Jian Cheng Longfei Niu A Novel Method Based on Convolutional Neural Network for Surface Flaw Point Size Calibration of Optics. 200972-200980 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3630008 db/journals/access/access13.html#WangYMZZLCN25 streams/journals/access

Zhaoyang Yin Mingjun Chen Linjie Zhao Jian Cheng Chao Tan Xiaotao Li Zhiyu Lin Yankang Chen A novel automatic classification approach for micro-flaws on the large-aperture optics surface based on multi-light source fusion and integrated deep learning architecture. 413-428 2024 January 35 J. Intell. Manuf. 1 https://doi.org/10.1007/s10845-022-02053-5 db/journals/jim/jim35.html#YinCZCTLLC24

Zhaoyang Yin Linjie Zhao Jian Cheng Henan Liu Mingjun Chen Rapid Inspection System for Weak Feature Micro-Flaw on Large-Aperture Optics Surface Based on Multi-Illumination Modes and Multitask Learning Algorithms. 1-15 2024 73 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2024.3472831 db/journals/tim/tim73.html#YinZCLC24 streams/journals/tim

Linjie Zhao Zhaoyang Yin Dezhi Zhang Jian Cheng Hao Yang 0017 Chao Tan Qi Liu 0032 Mingjun Chen Xiaodong Yuan A Novel Subpixel Size Calibration Method for the Size Detection of Microtarget on Large-Aperture Optics Surface. 1-10 2022 71 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2021.3129217 db/journals/tim/tim71.html#ZhaoYZCYTLCY22

Lin Li 0038 Yuehua Wan Jianfei Lu Hui Fang Zichao Yin Tong Wang 0030 Ronghui Wang Xinghua Fan Linjie Zhao Dapeng Tan Lattice Boltzmann Method for Fluid-Thermal Systems: Status, Hotspots, Trends and Outlook. 27649-27675 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2971546 db/journals/access/access8.html#LiWLFYWWFZT20

Mingjun Chen Yankang Chen Jian Cheng Xinghua Fan Hui Fang Lin Li 0038 Xiaotao Li Zhiyu Lin Henan Liu Qi Liu 0032 Jianfei Lu Xinxiang Miao Longfei Niu Chao Tan Dapeng Tan Yuehua Wan Bei Wang Ronghui Wang Tong Wang 0030 Hao Yang 0017 Zhaoyang Yin Zichao Yin Xiaodong Yuan Dezhi Zhang Shicheng Zhou