Remote Sensing Image Fusion Method Based on Progressive Cascaded Deep Residual Network

Algorithm 1

Joint Loss Function Normalization Algorithm.

Input: MS image (ms), PAN image (pan),

Training period (Max _ train _ epoch)

Output: Normalization Coefficients and

1. ; ; ; ;//Initialize

 For to max_train_epoch do

2. Input ms(j) and pan(j), through the _and, than _and

 If(Convergence)

3. if , than ;

4. if , than ;

5. 

6. End if

7. End for

8. if , than ;

9. if , than ;

  Calculate the coefficients and by and , respectively.