Optimization of the Regularization in Background and Foreground Modeling

Algorithm 1

Solving dual norm model NSMP with AIM.

(1) Input: ,

(2) initialize: .

(3) repeat

(4)  ;

(5)  ; calculate with (17)

(6)  .

(7) until a stopping criterion is satisfied.

(8) output: .