目录

目录

Deep geometric prior for surface reconstruction


<Deep geometric prior> Deep geometric prior for surface reconstruction

Motivation

  • 首先把输入点云分成若干个重叠的部分,然后用MLP流形学习每个部分;
  • 每个local流形学习用2-Wasserstein loss / EMD loss
    并在所有流形之间保证consistency
  • https://longtimenohack.com/posts/paper_reading/2019cvpr_walliams_deep/image-20201228171157982.png

results

  • https://longtimenohack.com/posts/paper_reading/2019cvpr_walliams_deep/image-20201228174443654.png