2022
DeepCurrents: Learning Implicit Representations of Shapes With Boundaries
CVPR 2022poster
Recent techniques have been successful in reconstructing surfaces as level sets of learned functions (such as signed distance fields) parameterized by deep neural networks. Many of these methods, however, learn only closed surfaces and are unable to reconstruct shapes with boundary curves. We propos…