Auto-painter: Cartoon Image Generation from Sketch by Using Conditional Generative Adversarial Networks

@article{Liu2017AutopainterCI,
  title={Auto-painter: Cartoon Image Generation from Sketch by Using Conditional Generative Adversarial Networks},
  author={Yifan Liu and Zengchang Qin and Zhenbo Luo and Hua Wang},
  journal={CoRR},
  year={2017},
  volume={abs/1705.01908}
}
Recently, realistic image generation using deep neural networks has become a hot topic in machine learning and computer vision. Images can be generated at the pixel level by learning from a large collection of images. Learning to generate colorful cartoon images from black-and-white sketches is not only an interesting research problem, but also a potential application in digital entertainment. In this paper, we investigate the sketch-to-image synthesis problem by using conditional generative… CONTINUE READING
Highly Cited
This paper has 28 citations. REVIEW CITATIONS
Recent Discussions
This paper has been referenced on Twitter 154 times over the past 90 days. VIEW TWEETS

Citations

Publications citing this paper.
Showing 1-10 of 18 extracted citations

References

Publications referenced by this paper.
Showing 1-10 of 25 references

Similar Papers

Loading similar papers…