Research Article

Tracking a Subset of Skeleton Joints: An Effective Approach towards Complex Human Activity Recognition

Table 2

Confusion matrix for activity recognition when using all skeleton joints.

No. Activity 1 2 3 4 5 6 7 8 9 10

1 Point in a direction 8 2
2 Pick from ground 7 2 1
3 Check watch 9 1
4 Sit-stand 9 1
5 Sit and drink 2 8
6 Wave 1 8 1
7 Handshake 9 1
8 Dead ball signal 1 9
9 Four signal 2 8
10 Leg bye signal 1 1 8