Helio Lopes

Neural Implicit Surface Evolution

This work investigates the use of smooth neural networks for modeling dynamic variations of implicit surfaces under the level set equation (LSE). For this, it extends the representation of neural implicit surfaces to the space-time, which opens up mechanisms for continuous geometric transformations.…