Cheng-Cheng Yu

Trajectory Flow: Geometry-Constrained Surface Reconstruction via Unsigned Distance Fields

Neural implicit methods reconstruct surfaces from point clouds by learning a continuous function, usually signed or unsigned distances. For unsigned distance field (UDF) reconstruction, many self-supervised methods typically estimate distance through local, gradient-guided displacement regression from query points to t...