Improving posture classification accuracy for depth sensor-based human activity monitoring in smart environments.
Edmond S. L. HoJacky C. P. ChanDonald C. K. ChanHubert P. H. ShumYiu-ming CheungPong C. YuenPublished in: Comput. Vis. Image Underst. (2016)
Keyphrases
- smart environments
- activity monitoring
- classification accuracy
- human behavior
- sensor data
- ambient intelligence
- human activities
- context aware
- health monitoring
- activity recognition
- smart home
- ubiquitous systems
- body posture
- feature selection
- human subjects
- human body
- pervasive computing
- human centered
- wearable computing
- ambient intelligence systems
- artificial intelligence
- ubiquitous computing
- training set
- training data
- low cost
- feature space
- data streams
- information systems