Journal of Optoelectronics · Laser, Volume. 33, Issue 11, 1173(2022)

Research on segmentation algorithm of underwater fish image based on ARD-PSPNet network

YUE Youjun1、*, GENG Lianxin1, ZHAO Hui1,2, and WANG Hongjun1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(11)

    [1] [1] LAND E H.The retinex theory of color vision[J].Scientific American,1977,237(6):108-128.

    [2] [2] HINES G,RAHMAN Z,JOBSON D,et al.Single-scale retinex using digital signal processors[EB/OL].(2005-02-22)[2022-02-28].https://ntrs.nasa.gov/api/ci-tations/20050091487/downloads/20050091487.pdf.

    [3] [3] JOSHI K R,KAMATHE R S.Quantification of retinex in enhancement of weather degraded images[C]//International Conference on Audio,Language and Image Processing,July 07-09,2008,Shanghai,China.New York:IEEE,2008:1229-1233.

    [4] [4] FU X Y,ZHUANG P X,HUANG Y,et al.A retinex-based enhancing approach for single underwater image[C]//IEEE International Conference on Image Processing,October 27-30,2014,Paris,France.New York:IEEE,2014:4572-4576.

    [5] [5] ALEX R S M,SUPRIYA M H.Underwater image enhancement using single scale retinex on a reconfigurable hardware[C]//International Symposium on Ocean Electronics,November 18-20,2015, Kochi,India.New York:IEEE,2015:1-5.

    [8] [8] UPLAVIKAR P M,WU Z Y,WANG Z Y.All-in-one underwater image enhancement using domain-adversaral learning[EB/OL].(2019-05-30)[2022-02-28].https://arxiv.org/abs/1905.13342v1.

    [13] [13] CHEN L C,PAPANDREOU G,KOKKINOS I,et al.Semantic image segmentation with deep convolutional nets and fully connected crfs[J].Computational Intelligence and Neuroscience,2014,4:357-361.

    [14] [14] CHEN L C,PAPANDREOU G,KOKKINOS I,et al.DeepLab: Semantic image segmentation with deep convolutional nets,atrous convolution,and fully connected crfs[J].IEEE Transactions Pattern Analysis Machine Intelligence,2016,40:834-848.

    [15] [15] CHEN L C,ZHU Y,PAPANDREOU G,et al.Encoder-decoder with atrous separable convolution for semantic image segmentation[C]//European Conference on Computer Vision(ECCV),September 8-14,2018,Munich,Germany.New York:IEEE,2018:833-851.

    [16] [16] ZHANG Z,HUANG J,JIANG T,et al.Semantic segmentation of very high resolution remote sensing image based on multiple band combinations and patchwise scene analysis[J].Journal of Applied Remote Sensing,2020,14(1):016502.

    [23] [23] HUANG Z,ZHAO Y W,LIU Y H,et al.GCAUNet:a group cross-channel attention residual UNet for slice based brain tumor segmentation[J].Biomedical Signal Processing and Control,2021,70:102958.

    Tools

    Get Citation

    Copy Citation Text

    YUE Youjun, GENG Lianxin, ZHAO Hui, WANG Hongjun. Research on segmentation algorithm of underwater fish image based on ARD-PSPNet network[J]. Journal of Optoelectronics · Laser, 2022, 33(11): 1173

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Received: Feb. 28, 2022

    Accepted: --

    Published Online: Oct. 9, 2024

    The Author Email: YUE Youjun (bakeryueyj@163.com)

    DOI:10.16136/j.joel.2022.11.0888

    Topics