Group Sparse Regression-Based Learning Model for Real-Time Depth-Based Human Action Prediction

Algorithm 1

Our approach for optimizing the objective function in (3).

Input: .

Output:

 1: Let =1. Initialize .

 2: while not converge do

 3:  Calculate the block diagonal matrix , where the -th diagonal block of is .

 4:  Update with

 5:  

 6: end while