Disentangled Person Image Generation

multibranched network: foreground, background, pose

• more control over images
• two stage training
  • train a embedding space first
  • then a mapping from Gaussian to that space: adverserial training
• pose mask: refer to paper
• pose invariant features: 7 body ROI