A new method was developed to calculate the roughness of digital images more accurately, even when there is noise present. The researchers found that adding noise to images can significantly change their roughness. To address this issue, they combined two methods to create a more reliable way to calculate roughness. Experiments showed that this new method is both robust and efficient in determining the roughness of images.