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

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Neural implicit methods reconstruct surfaces from point clouds by learning a continuous function, usually signed or unsigned distances. For unsigned distance field (UDF) re construction, many self-supervised methods typically estimate distance through local, g... ...