Table 2: Confusion matrix of the proposed recognition model using KTH action dataset (unit: %).

ActivitiesWalkingJoggingRunningBoxingHand-waveHandclap

Walking10000000
Jogging0981100
Running2195110
Boxing0219700
Hand-wave1010980
Handclap0010099
Average97.83