Aim Plots

Those are functions to create Aim Plots for evaluation of image correction algorithms.

Files provided allows for creation of Aim Plots and computation of decomposed MAE, for evaluation of image correction algorithms.

Sample Aim Plots might be seen in: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0253117 (Fig.4)

Direct version requires:

• Reference Image (desired output of the evaluated algorithm),
• Distorted Image (input image for correction algorithm),
• Corrected Image (output image from correction algorithm).

Other arguments are optional and described in the function comments.

Indirect version requires:

• Reference Image (desired output of the evaluated algorithm),
• True Map binary of distortion (0 - pixels that should be changed, 1 - pixels that should remain unaltered),
• Corrected Image (output image from correction algorithm),
• Detection Map of distortion (0 - pixels actually changed by algorithm, 0 - pixel not altered by algorithm).

Other arguments are optional and described in the function comments.