We introduce a method for learning to generate the surface of 3D shapes.
Ranked #2 on
3D Shape Reconstruction
on Pix3D
3D SURFACE GENERATION POINT CLOUD COMPLETION SUPER-RESOLUTION
By predicting this feature for a new shape, we implicitly predict correspondences between this shape and the template.
Ranked #1 on
3D Point Cloud Matching
on Faust
(using extra training data)
3D HUMAN POSE ESTIMATION 3D POINT CLOUD MATCHING 3D SURFACE GENERATION
We present a new meshing algorithm called guided and augmented meshing, GAMesh, which uses a mesh prior to generate a surface for the output points of a point network.
3D RECONSTRUCTION 3D SHAPE RECONSTRUCTION 3D SURFACE GENERATION SINGLE-VIEW 3D RECONSTRUCTION