Hierarchical abstraction drives human-like 3-D shape processing in deep learning models

Fig 2

The architectures of DGCNN (top) and Point Transformer (bottom).

N: number of points in each point cloud. MLP: Multi-layer perceptron, consisting of multiple fully connected layers. ⊕: concatenation.