A Neural Algorithm of Artistic Style

@article{Gatys2015ANA,
  title={A Neural Algorithm of Artistic Style},
  author={Leon A. Gatys and Alexander S. Ecker and M. Bethge},
  journal={ArXiv},
  year={2015},
  volume={abs/1508.06576}
}
  • Leon A. Gatys, Alexander S. Ecker, M. Bethge
  • Published 2015
  • Computer Science, Psychology, Biology
  • ArXiv
  • In fine art, especially painting, humans have mastered the skill to create unique visual experiences through composing a complex interplay between the content and style of an image. [...] Key Method The system uses neural representations to separate and recombine content and style of arbitrary images, providing a neural algorithm for the creation of artistic images. Moreover, in light of the striking similarities between performance-optimised artificial neural networks and biological vision, our work offers a…Expand Abstract
    1,316 Citations

    Figures and Topics from this paper.

    Fast Patch-based Style Transfer of Arbitrary Style
    • 159
    • Highly Influenced
    • PDF
    Fashioning with Networks: Neural Style Transfer to Design Clothes
    • 10
    • PDF
    A temporally coherent neural algorithm for artistic style transfer
    • 1
    • Highly Influenced
    Deep Learning for Anime Style Transfer
    Recognizing Art Style Automatically in Painting with Deep Learning
    • 35
    • Highly Influenced
    • PDF
    Projecting emotions from artworks to maps using neural style transfer
    An Exploration of Style Transfer Using Deep Neural Networks
    Research on the synthetic method of ink painting based on convolutional neural network
    • B. Wu, Q. Dong
    • Computer Science, Engineering
    • International Conference on Digital Image Processing
    • 2018
    Masked Neural Style Transfer using Convolutional Neural Networks
    • Arushi Handa, Prerna Garg, V. Khare
    • Computer Science
    • 2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE)
    • 2018

    References

    SHOWING 1-10 OF 29 REFERENCES
    Fast Texture Transfer
    • M. Ashikhmin
    • Computer Science
    • IEEE Computer Graphics and Applications
    • 2003
    • 94
    Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition
    • 499
    • PDF
    Understanding deep image representations by inverting them
    • 1,127
    • PDF
    Recognizing Image Style
    • 308
    • PDF
    Image analogies
    • 1,507
    • PDF
    Image quilting for texture synthesis and transfer
    • 2,279
    • PDF