Abstract: Existing point cloud upsampling methods typically treat upsampling as a local interpolation problem, neglecting the importance of global correlations within point sets, which can limit their ...
Abstract: Real-world point clouds exhibit non-uniform density distributions, varying across distance and scale. Conventional upsampling methods typically treat points homogeneously, which over-smooths ...
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