Interpolated Convolutional Networks for 3D Point Cloud Understanding

Jiageng Mao, Xiaogang Wang, Hongsheng Li

Point cloud is an important type of 3D representation. However, directly applying convolutions on point clouds is challenging due to the sparse, irregular and unordered data struct…