A Level Set Theory for Neural Implicit Evolution under Explicit Flows

Ishit Mehta, Manmohan Chandraker, Ravi Ramamoorthi

Coordinate-based neural networks parameterizing implicit surfaces have emerged as efficient representations of geometry. They effectively act as parametric level sets with the zero…