NVIDIA Corporation
MESH BASED CONVOLUTIONAL NEURAL NETWORK TECHNIQUES

Abstract:

Convolutional operators for triangle meshes are determined to construct one or more neural networks. In at least one embodiment, convolutional operators, pooling operators, and unpooling operators are determined to construct the one or more neural networks, in which the same learned weights from the one or more neural networks can further be used for triangle meshes with different topologies.