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

Guying Lin, Lei Yang, Yuan Liu +6

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 pe…