SPNet: Multi-Shell Kernel Convolution for Point Cloud Semantic Segmentation

Yuyan Li, Chuanmao Fan, Xu Wang +1

Feature encoding is essential for point cloud analysis. In this paper, we propose a novel point convolution operator named Shell Point Convolution (SPConv) for shape encoding and l…