Corpus ID: 195833057

Fast Universal Style Transfer for Artistic and Photorealistic Rendering

  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},
  • 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
    Parameter-Free Style Projection for Arbitrary Style Transfer


    Publications referenced by this paper.
    Deep Photo Style Transfer
    • 291
    • Highly Influential
    • PDF
    Fast Patch-based Style Transfer of Arbitrary Style
    • 156
    • PDF
    Universal Style Transfer via Feature Transforms
    • 252
    • Highly Influential
    • PDF
    Avatar-Net: Multi-scale Zero-Shot Style Transfer by Feature Decoration
    • 71
    • Highly Influential
    • PDF
    Image Style Transfer Using Convolutional Neural Networks
    • 1,947
    • Highly Influential
    • PDF
    Visual attribute transfer through deep image analogy
    • 202
    • PDF
    Texture Networks: Feed-forward Synthesis of Textures and Stylized Images
    • 480
    • PDF
    Arbitrary Style Transfer with Deep Feature Reshuffle
    • 49
    • Highly Influential
    • PDF
    A Closed-form Solution to Photorealistic Image Stylization
    • 141
    • Highly Influential
    • PDF