Neural Unsigned Distance Fields for Implicit Function Learning
Published:
from signed distance field to un-signed DF
- model inner structure
- model curves and manifolds: non-closed shapes
- encoder+decoder
- sparse pc -> neural field
- neural field(xyz) -> distance
- clamping faraway points: focus on surface
- sampling: randomly scatter points, project to surface