The Approach for Action Recognition Based on the Reconstructed Phase Spaces

Algorithm 1

(1) Estimate a priori probabilities for each category by training set D.

(2) Calculate the mean and covariance matrix of trained samples for each category.

(3) Put the nonclassified samples into various categories of Bayesian discriminant.