Perceiving Systems The MIT License 2018-09-08

Convolutional Mesh Autoencoders

Thumb lg coma faces

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.

Release Date: 08 September 2018
licence_type: The MIT License
Copyright: Max-Planck-Gesellschaft zur Förderung der Wissenschaften e.V.
Authors: Anurag Ranjan and Timo Bolkart and Soubhik Sanyal and Michael J. Black
Maintainers: Anurag Ranjan and Timo Bolkart
Link (URL): http://coma.is.tue.mpg.de/
Repository: https://github.com/anuragranj/coma