Corpus ID: 195833057

Fast Universal Style Transfer for Artistic and Photorealistic Rendering

@article{An2019FastUS,
  title={Fast Universal Style Transfer for Artistic and Photorealistic Rendering},
  author={J. An and Haoyi Xiong and Jiebo Luo and Jun Huan and Jinwen Ma},
  journal={ArXiv},
  year={2019},
  volume={abs/1907.03118}
}
  • J. An, Haoyi Xiong, +2 authors Jinwen Ma
  • Published 2019
  • Computer Science, Engineering
  • ArXiv
  • Universal style transfer is an image editing task that renders an input content image using the visual style of arbitrary reference images, including both artistic and photorealistic stylization. [...] Key Method To this end, we propose two network architectures named ArtNet and PhotoNet to improve artistic and photo-realistic stylization, respectively. Extensive experiments demonstrate that ArtNet generates images with fewer artifacts and distortions against the state-of-the-art artistic transfer algorithms…Expand Abstract
    1 Citations
    Parameter-Free Style Projection for Arbitrary Style Transfer

    References

    SHOWING 1-10 OF 44 REFERENCES
    Deep Photo Style Transfer
    • 304
    • Highly Influential
    • PDF
    Fast Patch-based Style Transfer of Arbitrary Style
    • 159
    • PDF
    Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer
    • 75
    • PDF
    Universal Style Transfer via Feature Transforms
    • 262
    • Highly Influential
    • PDF
    Avatar-Net: Multi-scale Zero-Shot Style Transfer by Feature Decoration
    • 73
    • Highly Influential
    • PDF
    Image Style Transfer Using Convolutional Neural Networks
    • 2,031
    • Highly Influential
    • PDF
    Visual attribute transfer through deep image analogy
    • 215
    • PDF
    Texture Networks: Feed-forward Synthesis of Textures and Stylized Images
    • 492
    • PDF
    Arbitrary Style Transfer with Deep Feature Reshuffle
    • Shuyang Gu, C. Chen, Jing Liao, L. Yuan
    • Computer Science
    • 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition
    • 2018
    • 56
    • Highly Influential
    • PDF
    StyleBank: An Explicit Representation for Neural Image Style Transfer
    • 201
    • PDF