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MobileGAN: A Lightweight Underwater Image Enhancement Framework with Dual-Reference Regularization and Theoretical Analysis.

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Title: MobileGAN: A Lightweight Underwater Image Enhancement Framework with Dual-Reference Regularization and Theoretical Analysis.
Authors: Luo, Xiaonan1 (AUTHOR), Wang, Yuan1 (AUTHOR) wangyuan@mails.guet.edu.cn, Zhou, Yihua1 (AUTHOR)
Source: Mathematics (2227-7390). May2026, Vol. 14 Issue 5, p1689. 27p.
Database: Academic Search Ultimate
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  Data: MobileGAN: A Lightweight Underwater Image Enhancement Framework with Dual-Reference Regularization and Theoretical Analysis.
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  Data: <searchLink fieldCode="AR" term="%22Luo%2C+Xiaonan%22">Luo, Xiaonan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Yuan%22">Wang, Yuan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> wangyuan@mails.guet.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Zhou%2C+Yihua%22">Zhou, Yihua</searchLink><relatesTo>1</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Mathematics+%282227-7390%29%22">Mathematics (2227-7390)</searchLink>. May2026, Vol. 14 Issue 5, p1689. 27p.
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        Value: 10.3390/math14101689
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      – Code: eng
        Text: English
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        PageCount: 27
        StartPage: 1689
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      – TitleFull: MobileGAN: A Lightweight Underwater Image Enhancement Framework with Dual-Reference Regularization and Theoretical Analysis.
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            NameFull: Luo, Xiaonan
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            NameFull: Wang, Yuan
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            NameFull: Zhou, Yihua
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              Text: May2026
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