Robotics and Computer Vision Laboratory Login  
  Robotics and Computer Vision Laboratory kaist logo
Archive Courses

Home  >  Research  >  Publications

[International Conference] Pixel-Level Domain Transfer
Donggeun Yoo , Namil Kim , Sunggyun Park , Anthony S. Paek , In So Kweon
European Conference on Computer Vision (ECCV) , October 2016
  1725.pdf 1725.pdf (3.3M) [145]
We present an image-conditional image generation model.The model transfers an input domain to a target domain in semantic level, and generates the target image in pixel level. To generate realistic target images, we employ the real/fake-discriminator as in Generative Adversarial Nets, but also introduce a novel domain-discriminator to make the generated image relevant to the input image. We verify our model through a challenging task of generating a piece of clothing from an input image of a dressed person. We present a high quality clothing dataset containing the two domains, and succeed in demonstrating decent results.


Robotics and Computer Vision Laboratory
KAIST | Electrical Engineering | Contact Us | Sitemap