TextureGAN Controlling Deep Image Synthesis with Texture Patches

user guided image generation

• high res. details
• propagate texture to object boundaries
• wrap texture: infer 3D infromation

tons of losses

• pixel loss, style loss and content loss through VGG, Adversarial loss
  • GAN loss on gray images: deal with colorful texture
• introducing LAB color space
  • content and texture on L, color on AB
• what if no data of this specific object with this texture
  • def new loss only on given texture