Junhui Hou

On Optimal Sampling for Learning SDF Using MLPs Equipped with Positional Encoding

2024 · arXiv (Cornell University)

Neural implicit fields, such as the neural signed distance field (SDF) of a shape, have emerged as a powerful representation for many applications, e.g., encoding a 3D shape and performing collision detection. Typically, implicit fields …