3DInAction: Understanding Human Actions in 3D Point Clouds

3dincaction Figure 1. t-patches for action recognition. We propose a new representation for dynamic 3D point clouds. Termed t-patches, these are locally evolving point cloud sets aggregated over time. Learning features over t-patches provides an improved temporal point cloud representation for action understanding.