· 2018
FoldingNet: Point Cloud Auto-Encoder via Deep Grid Deformation
- 1,362citations
- 2018year
Short summary
FoldingNet, a novel auto-encoder for point clouds, uses a graph-enhanced encoder and a folding decoder that deforms a 2D grid onto 3D object surfaces, achieving low reconstruction errors with 7% of parameters compared to fully-connected networks.
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Computational MechanicsEngineering