Journal of Optoelectronics · Laser, Volume. 35, Issue 2, 135(2024)

Improvement on the adaptive loss function for the Zero-DCE network

CHEN Lin1, MAO Jingyu2, LIU Kun3, and MAO Jingkun1、*
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    References(6)

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    [5] [5] YELMANOV S,ROMANYSHYN Y.A new approach to image enhancement based on modified histogram equalization[C]//2019 IEEE 14th International Conference on Computer Sciences and Information Technologies (CSIT),September 17-20,2019,Lviv,Ukraine.New York:IEEE,2019:5-9.

    [11] [11] JIANG Y,GONG X,LIU D,et al.EnlightenGAN:deep light enhancement without paired supervision[J].IEEE Transactions on Image Processing,2021,30:2340-2349.

    [12] [12] YANG W,WANG S,FANG Y,et al.From fidelity to perceptual quality:a semi-supervised approach for low-light image enhancement[C]//2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),June 13-19,2020,Seattle,WA,USA.New York:IEEE,2020:3060-3069.

    [13] [13] LI C,GUO C,LOY C C.Learning to enhance low-light image via zero-reference deep curve estimation[J].IEEE Transactions on Software Engineering,2021,44(8):4225-4238.

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    CHEN Lin, MAO Jingyu, LIU Kun, MAO Jingkun. Improvement on the adaptive loss function for the Zero-DCE network[J]. Journal of Optoelectronics · Laser, 2024, 35(2): 135

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    Paper Information

    Received: Aug. 30, 2022

    Accepted: --

    Published Online: Sep. 25, 2024

    The Author Email: MAO Jingkun (jingkun@email.tjut.edu.cn)

    DOI:10.16136/j.joel.2024.02.0605

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