A Human Activity Recognition System Using Skeleton Data from RGBD Sensors

Figure 1

The general scheme of the activity recognition algorithm is composed of 4 steps. In the first step, the posture feature vectors are computed for each skeleton frame; then the postures are selected and an activity features vector is created. Finally, a multiclass SVM is exploited for classification.