Chinese Journal of Liquid Crystals and Displays, Volume. 37, Issue 6, 768(2022)
Underwater image enhancement method based on improved conditions generate adversarial networks
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Fig. 3. Image pre-processing. (a) Original underwater image; (b) Underwater image after dynamic threshold pre-processing.
Table 1. Comparison of different algorithms’ objective evaluation
View tableView in ArticleTable 1. Comparison of different algorithms’ objective evaluation
Method MSE（×103） PSNR/dB SSIM Fusion-based 1.128 0 17.607 7 0.772 1 Retinex-based 1.292 4 17.016 8 0.607 1 Histogram Prior 1.701 9 15.821 5 0.539 6 Blurriness-based 1.911 1 15.318 0 0.602 9 GDCP 4.016 0 12.092 9 0.512 1 消融实验 0.539 4 20.804 5 0.754 9 Ours 0.526 0 22.008 5 0.797 1
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Yan-fei PENG, Jian LI, Li-rui GU, Man-ting ZHANG. Underwater image enhancement method based on improved conditions generate adversarial networks[J]. Chinese Journal of Liquid Crystals and Displays, 2022, 37(6): 768
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Received: Dec. 17, 2021
Accepted: --
Published Online: Jun. 22, 2022
The Author Email: Jian LI (1044946077@qq. com)
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