Electro-Optic Technology Application, Volume. 35, Issue 2, 60(2020)

Single-personmulti-pose Image Generation Method Based on Unsupervised Learning

ZHANG Jing, SUN Jin-gen*, CHEN Liang, and LIU Yun-ting
Author Affiliations
  • [in Chinese]
  • show less
    References(18)

    [1] [1] Goodfellow I, Pouget-Abadie J, Mirza M, et al. Generativeadversarial nets[C]//Advances in neural information pro.cessing systems, 2014: 2672-2680.

    [2] [2] Karras T, Aila T, Laine S, et al. Progressive growing ofgans for improved quality, stability, and variation[J]. arXivpreprint arXiv: 1710.10196, 2017.

    [3] [3] Zhu S, Urtasun R, Fidler S, et al. Be your own prada: fash.ion synthesis with structural coherence[C]//Proceedings ofthe IEEE international conference on computer vision,2017: 1680-1688.

    [5] [5] Dong H, Liang X, Gong K, et al. Soft-gated warping-ganfor pose-guided person image synthesis[C]//Advances inneural information processing systems,2018: 474-484.

    [6] [6] Zhu J Y, Park T, Isola P, et al. Unpaired image-to-imagetranslation using cycle-consistent adversarial networks[C]//Proceedings of the IEEE international conference on com.puter vision, 2017: 2223-2232.

    [7] [7] Wu Y, Kirillov A, Massa F, et al. Detectron2[J]. 2019.

    [8] [8] Goodfellow I, Pouget-Abadie J, Mirza M, et al. Generativeadversarial nets[C]//Advances in neural information pro.cessing systems, 2014: 2672-2680.

    [9] [9] Isola P, Zhu J Y, Zhou T, et al. Image-to-image translationwith conditional adversarial networks[C]//Proceedings ofthe IEEE conference on computer vision and pattern rec.ognition, 2017: 1125-1134.

    [10] [10] Zhu J Y, Park T, Isola P, et al. Unpaired image-to-imagetranslation using cycle-consistent adversarial networks[C]//Proceedings of the IEEE international conference on com.puter vision, 2017: 2223-2232.

    [11] [11] Hoffman J, Tzeng E, Park T, et al. Cycada: Cycle-consis. tent adversarial domain adaptation[J]. arXiv preprint arX.iv: 1711.03213, 2017.

    [12] [12] Lu Y, Tai Y W, Tang C K. Attribute-guided face genera.tion using conditional cyclegan[C]//Proceedings of the Eu.ropean Conference on Computer Vision (ECCV), 2018: 282-297.

    [13] [13] Engin D, Gen. A, Kemal Ekenel H. Cycle-dehaze: en. hanced cyclegan for single image dehazing[C]//Proceed.ings of the IEEE conference on computer vision and pat.tern recognition workshops, 2018: 825-833.

    [14] [14] Hou H, Huo J, Wu J, et al. MW-GAN: Multi-warping GAN for caricature generation with multi-style geometric exag.geration[J]. arXiv preprint arXiv: 2001.01870, 2020.

    [15] [15] Almahairi A, Rajeswar S, Sordoni A, et al. Augmented cy.clegan: learning many-to-many mappings from unpaireddata[J]. arXiv preprint arXiv: 1802.10151, 2018.

    [16] [16] Ma L, Jia X, Sun Q, et al. Pose guided person image gener.ation[C]//Advances in neural information processing sys.tems, 2017: 406-416.

    [17] [17] Mirza M, Osindero S. Conditional generative adversarialnets[J]. arXiv preprint arXiv:1411.1784, 2014.

    [18] [18] Sohn K, Lee H, Yan X. Learning structured output repre.sentation using deep conditional generative models[C]//Advances in neural information processing systems, 2015:3483-3491.

    [19] [19] Zhao B, Wu X, Cheng Z Q, et al. Multi-view image genera. tion from a single-view[C]//Proceedings of the 26th ACMinternational conference on multimedia, 2018: 383-391.

    Tools

    Get Citation

    Copy Citation Text

    ZHANG Jing, SUN Jin-gen, CHEN Liang, LIU Yun-ting. Single-personmulti-pose Image Generation Method Based on Unsupervised Learning[J]. Electro-Optic Technology Application, 2020, 35(2): 60

    Download Citation

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

    Category:

    Received: Mar. 1, 2020

    Accepted: --

    Published Online: May. 28, 2020

    The Author Email: Jin-gen SUN (sjg_sit@163.com)

    DOI:

    Topics