View Extrapolation of Human Body from a Single Image

task: single image human body synthesizing

• combine a shape estimation and image generation network
• human body, unlike other regid models, varies much due to deformation
  • thus gen. flow besed on depth map is much needed: rgb image -> depth map -> forward flow(using camera metrix) -> backward flow -> new image
• loss: image loss and flow loss: L1