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DeepCurrents: Learning Implicit Representations of Shapes with Boundaries
[article]
2022
arXiv
pre-print
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We propose a hybrid shape representation that combines explicit boundary curves with implicit learned interiors. ...
Many of these methods, however, learn only closed surfaces and are unable to reconstruct shapes with boundary curves. ...
Because neural implicit shapes are typically level sets of learned functions, this limits the class of representable shapes to closed surfaces. ...
arXiv:2111.09383v2
fatcat:l7jv62o5jrevddktahtmph5n5e