Shengtao Li*

Implicit Filtering for Learning Neural Signed Distance Functions from 3D Point Clouds

"Neural signed distance functions (SDFs) have shown powerful ability in fitting the shape geometry. However, inferring continuous signed distance fields from discrete unoriented point clouds still remains a challenge. The neural network typically fits the shape with a rough surface and omits fine-gr…