neural implicit

Implicit shape representation is an old concept in computer graphics mainly used in the surface reconstruction stage. Recently, it has …

Fueled by the proliferation of consumer-level 3D acquisition devices and the growing accessibility of shape modeling applications for …

We extend classic displacement mapping to the neural implicit framework. The resulting novel implicit representation demonstrates superior reconstruction accuracy, parameter efficiency and enable implicit shape editing such as detail transfer.

Inter-dependent explicit representations for optimizing neural implicit surfaces

A talk summarizing pretty much everything I’ve done in my IGL PhD.