GeLaTO Generative Latent Textured Objects

reconstruction of thin structures

• using plane as a proxy
• generative latent optimization framework
  • identity latent variable(to be optimized) -> w -> neural textures of patches -> transform to target pose -> composed image
  • adversarial lossses lead to worse results, no regularization loss