Research Article

Key-Skeleton-Pattern Mining on 3D Skeletons Represented by Lie Group for Action Recognition

Table 5

Recognition rate on the Florence3D-Action dataset.

Approach Recognition accuracy

SO(3)[14]87.95

Lie group[5]91.09

GB-RBM+HMM[31]86.40

LieNet[22]89.10

tLDS[32]90.60

Our approach95.01