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Signed Distance Function Computation from an Implicit Surface (2104.08057v2)

Published 16 Apr 2021 in cs.GR, cs.CV, cs.NA, and math.NA

Abstract: We describe in this short note a technique to convert an implicit surface into a Signed Distance Function (SDF) while exactly preserving the zero level-set of the implicit. The proposed approach relies on embedding the input implicit in the final layer of a neural network, which is trained to minimize a loss function characterizing the SDF.

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