Action database for categorizing and inferring human poses from video sequences
The captured motions are converted into images containing human activities. The sequences of images are encoded into the HMMs. The images are statistically mapped to the motions. The action database contains the motion, image, HMM and mapping. The action database enables the action recognition and configuration inference.
action database action classification hidden markov model gaussian process regression