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Uncertainty-aware geometry processing on Gaussian Process Implicit Surfaces

SessionWinding Numbers & Surface Representations

DescriptionWe present a geometry processing framework enabling computations directly on probabilistic representations of shapes. In contrast to classical geometry processing pipelines our approach considers uncertainty in the input data and account for the distribution of plausible geometries, enabling a principled handling of noise and ambiguity for downstream geometry processing tasks.

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