Journal of Terahertz Science and Electronic Information Technology , Volume. 21, Issue 2, 235(2023)

A method by Generative Adversarial Network in semantic segmentation

LIU Kexin*
Author Affiliations
  • [in Chinese]
  • show less
    References(8)

    [1] [1] LONG J, SHELHAMER E, DARRELL T. Fully convolutional networks for semantic segmentation[J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 2014,39(4):640-651. doi:10.1109/TPAMI.2016.2572683.

    [2] [2] KRIZHEVSKY A, SUTSKEVER I, HINTON G. ImageNet classification with deep Convolutional Neural Networks[J]. Advances in Neural Information Processing Systems, 2012,25(2):1097-1105. doi:10.1145/3065386.

    [3] [3] SZEGEDY C,LIU W,JIA Y,et al. Going deeper with convolutions[C]// Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition(CVPR). Boston,MA:IEEE, 2015:1-9. doi:10.1109/CVPR.2015.7298594.

    [4] [4] SIMONYAN K,ZISSERMAN A. Very deep convolutional networks for large-scale image recognition[J/OL]. arXiv:1409.1556v2, 2014.

    [5] [5] SILBERMAN N, HOIEM D, KOHLI P, et al. Indoor segmentation and support inference from RGBD images[C]// European Conference on Computer Vision(ECCV). Florence,Italy:[s.n.], 2012:746-760.

    [6] [6] CHEN L C, PAPANDREOU G, KOKKINOS I, et al. Semantic image segmentation with deep convolutional nets and fully connected CRFs[J]. Computer Science, 2014(4):357-361.

    [7] [7] RONNEBERGER O,FISCHER P,BROX T. U-Net:convolutional networks for biomedical image segmentation[C]// International Conference on Medical Image Computing & Computer-Assisted Intervention. [S.l.]:Springer, 2015:234-241. doi:10.1007/978-3-319-24574-4_28.

    [8] [8] GOODFELLOW I J,POUGET-ABADIE J,MIRZA M,et al. Generative adversarial networks[J]. Advances in Neural Information Processing Systems, 2014(3):2672-2680. doi:10.1145/3422622.

    Tools

    Get Citation

    Copy Citation Text

    LIU Kexin. A method by Generative Adversarial Network in semantic segmentation[J]. Journal of Terahertz Science and Electronic Information Technology , 2023, 21(2): 235

    Download Citation

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

    Category:

    Received: Oct. 22, 2020

    Accepted: --

    Published Online: Mar. 16, 2023

    The Author Email: Kexin LIU (1932129119@qq.com)

    DOI:10.11805/tkyda2020554

    Topics