Spherical Convolutional Neural Network for 3D Point Clouds

Huan Lei, Naveed Akhtar, Ajmal Mian

We propose a neural network for 3D point cloud processing that exploits `spherical' convolution kernels and octree partitioning of space. The proposed metric-based spherical kernel…