Shengwei Qin

Robust 3D Shape Classification via Non-Local Graph Attention Network

We introduce a non-local graph attention network (NLGAT), which generates a novel global descriptor through two sub-networks for robust 3D shape classification. In the first sub-network, we capture the global relationships between points (i.e., point-point features) by designing a global relationshi…