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Visual attention-based siamese CNN with SoftmaxFocal loss for laser-induced damage change detection of optical elements 期刊论文
NEUROCOMPUTING, 2023, 卷号: 517
作者:  Kou, Jingwei;  Zhan, Tao;  Zhou, Deyun;  Xie, Yu;  Da, Zhengshang;  Gong, Maoguo
Adobe PDF(2924Kb)  |  收藏  |  浏览/下载:119/1  |  提交时间:2022/12/02
Laser-induced damage  Change detection  Siamese convolutional neural network  Visual attention mechanism  SoftmaxFocal loss  
The laser-induced damage change detection for optical elements using siamese convolutional neural networks 期刊论文
Applied Soft Computing, 2020, 卷号: 87, 页码: 106015
作者:  Jingwei Kou;  Tao Zhan;  Deyun Zhou;  Wei Wang;  Zhengshang Da;  Maoguo Gong
Adobe PDF(3157Kb)  |  收藏  |  浏览/下载:242/1  |  提交时间:2020/01/04
Laser-induced Damage  Change Detection  Siamese Convolutional Neural Network  Weighted Softmax Loss  
Target detection method for small defects in ink area of planar glass element 会议论文
AOPC 2019: AI in Optics and Photonics, Beijing, China, 2019-07-07
作者:  Qi, Wenbo;  Wang, Zhengzhou;  Wang, Li;  Tan, Meng;  Wei, Jitong
Adobe PDF(386Kb)  |  收藏  |  浏览/下载:146/1  |  提交时间:2020/02/28
Planar glass element  Ink area  small and weak defect target  target detection  self-correlation template matching  one-dimensional maximum entropy  
A neighborhood vector principal component analysis method for small defect target detection 会议论文
International Conference on Photonics and Imaging in Biology and Medicine, PIBM 2017, Suzhou, China, 2017-09-26
作者:  Wang, Zhengzhou;  Yin, Qinye;  Kou, Jingwei;  Xia, Yanwen;  Hu, Bingliang;  Yin, Qinye (qyyin@mail.xjtu.edu.cn)
Adobe PDF(241Kb)  |  收藏  |  浏览/下载:212/1  |  提交时间:2017/12/29
The research on measurement technology of high dynamic range laser focal spot 会议论文
AOPC 2015: Optical Test, Measurement, and Equipment, Beijing, China, 2015-05
作者:  Wang, Zhengzhou;  Hu, Bingliang;  Yin, Qinye;  Cao, Shikang;  Wang, Wei
Adobe PDF(481Kb)  |  收藏  |  浏览/下载:266/2  |  提交时间:2016/01/12