The code allows to build convolutional networks on mesh structures analogous to CNNs on images. The code includes mesh convolutions, and introduces downsampling and upsampling operators that can be directly applied to the mesh structure. The code implements a Convolution Mesh Autoencoder using the above mesh processing operators and achieves state of the art results on generating 3D facial meshes.
|Author(s):||Anurag Ranjan and Timo Bolkart and Soubhik Sanyal and Michael J. Black|
Generating 3D Faces using Convolutional Mesh Autoencoders
|Authors:||Anurag Ranjan and Timo Bolkart and Soubhik Sanyal and Michael J. Black|
|Maintainers:||Anurag Ranjan and Timo Bolkart|
|License:||The MIT License (MIT)|