
How Unsharp Mask WorksUnsharp Mask has been around for a long time. It gets it's name
because it unsharpens (de-focuses) the image and uses the difference with the original
image as a mask to increase the contrast of the image. The end result is that the
contrast is increased at the edges which give the illusion that the image is sharper.
The Math
The math for Unsharp Mask is quite simple and is
demonstrated with the following images and graph.
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Image A This is the
original "In Focus" test image with a single edge in it. This is what the
edge of a sharp image would look like. |
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Image B This is the
original "Out of Focus" test image and is what the image would look like if it
was taken with a camera that is out of focus. This is our input image for the
Unsharp Mask. |
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Image C This is the
first step of the Unsharp Mask process. The image is an unsharpened (de-focused)
version of image B. |
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Image D This is
image C subtracted from image B and could be thought of as being the Mask. |
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Image E This is the
final Unsharp Masked Image which is Image B and Image D added together. The Amount
in Unsharp Mask simply specifies how much of Image D to add, and the Threshold (or
clipping) is the level of difference that must exist in image D before it is added to
image B. |
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Focus Magic This
image is not part of the Unsharp Mask process but has been included to demonstrate the
effectiveness of Focus Magic in sharpening an image. It is a lot closer to Image A
than Image E. |
A cross section of the above images is shown below.

Side Effects of Unsharp Mask
Unsharp Mask does sharpen the image a little (Image
E is a little closer to image A), but it does have two side effects which limit the amount
that can be applied :-
There is overshoot at the top and the bottom of
the step. Images which have had Unsharp Mask applied to them can easily be spotted
by looking for this side effect.
The noise is amplified. The final image (E)
consists of B * 2 - C. Any noise in image B is multiplied by two (for an Amount of
100%). Image C which is an unsharpened (de-focused) version of image B does not
cancel the noise out.
Conclusion
Unsharp Mask increases the contrast at the edges of
an image to give the illusion that the image is sharper. This works fine for images
which are only a tiny bit out of focus.
Focus Magic sharpens a lot better. It has a
much smaller Halo effect and does not amplify the noise very much (if at all).
For more comparisons between Unsharp Mask and Focus
Magic click here.
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