High Power Laser and Particle Beams, Volume. 34, Issue 6, 064002(2022)
Research on algorithm for restoration of large aperture and thick pinhole imaging based on neural network
Figures & Tables(10)
Table 1. RMSE of test data
View tableView in ArticleTable 1. RMSE of test data
aperture/mm average RMSE 5 16.6067 10 30.4662 15 35.3384
Table 2. Comparison of average RMSE of test data
View tableView in ArticleTable 2. Comparison of average RMSE of test data
aperture/mm average RMSE Wiener filtering Lucy-Richardson neural network 注：加粗字体为每行最优值。 5 46.654 6 48.316 8 16.781 9 10 48.873 6 50.161 2 31.144 2 15 50.613 4 50.845 5 36.294 7
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Dong Li, Liang Sheng, Yang Li, Baojun Duan. Research on algorithm for restoration of large aperture and thick pinhole imaging based on neural network[J]. High Power Laser and Particle Beams, 2022, 34(6): 064002
Paper Information
Category: Particle Beams and Accelerator Technology
Received: Aug. 9, 2021
Accepted: --
Published Online: Jun. 2, 2022
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