Blind Image Inpainting with Mixture Noise Using and Total Regularization

Algorithm 1

Solve the optimization model (5) by PADMM.

Input: The degraded image y,a initial vector ,

     The parameters ,

     The constant

     And the calculation accuracy Tol =1/255

Output: The stripe noise component x,a

Initialize:

1)

While or Eng < Tol

2) solve by Eq.(10)

3) solve by Eq.(15)

4) solve by Eq.(18)

5) solve by Eq.(21)

6) solve by Eq.(23)

7) update the multipliers by Eq.(10)

8) calculate the error

Endwhile