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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：101/1  |  提交时间：2022/12/02
Laser-induced damage  Change detection  Siamese convolutional neural network  Visual attention mechanism  SoftmaxFocal loss  
An end-to-end laser-induced damage change detection approach for optical elements via siamese network and multi-layer perceptrons 期刊论文
Optics Express, 2022, 卷号: 30, 期号: 13, 页码: 24084-24102
作者:  Kou, Jingwei;  Zhan, Tao;  Wang, Li;  Xie, Yu;  Zhang, Yihui;  Zhou, Deyun;  Gong, Maoguo
Adobe PDF(4433Kb)  |  收藏  |  浏览/下载：116/1  |  提交时间：2022/07/29
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：231/1  |  提交时间：2020/01/04
Laser-induced Damage  Change Detection  Siamese Convolutional Neural Network  Weighted Softmax Loss