Research Article

A Human Activity Recognition System Using Skeleton Data from RGBD Sensors

Table 5

Precision (%) and recall (%) of the proposed algorithm, in the different environments of CAD-60, with and .

Location Activity “New-person”
Precision Recall

Bathroom Brushing teeth
Rinsing mouth
Wearing contact lens
Average

Bedroom Talking on phone
Drinking water
Opening pill container
Average

Kitchen Cooking-chopping
Cooking-stirring
Drinking water
Opening pill container
Average

Living room Talking on phone
Drinking water
Talking on couch
Relaxing on couch
Average

Office Talking on phone
Writing on whiteboard
Drinking water
Working on computer
Average

Global average