The laser-induced damage change detection for optical elements using siamese convolutional neural networks. - Jingwei Kou; Tao Zhan; Deyun Zhou; Wei Wang; Zhengshang Da; Maoguo Gong (Appl. Soft Comput., 2020)

Visual attention-based siamese CNN with SoftmaxFocal loss for laser-induced damage change detection of optical elements. - Jingwei Kou; Tao Zhan; Deyun Zhou; Yu Xie; Zhengshang Da; Maoguo Gong (Neurocomputing, 2023)