mean-var window using Welford's approach

Hai, I wanna to apply on an image using this method. I just wanna to know the iteration that needs in this method can be set any number or what? And the window size refers to the window size that image I use or what? If refer to the window size that image I used, how to set it so that I need not change the value every time I use for the different image?