Research Article

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

Table 4

Recognition rate on the UCKinect-Action dataset.

Approach Recognition accuracy

Lie group[5]97.08

Grassmann manifold[16]97.91

Eigenjoints[29]97.1

Learning feature combination[30]98.00

Our approach98.87