6.2.5 The Perturbation Technique
Sometimes it is impossible to positively identify a color in an image
but it seems clear that a color cast is present. This means there are
no color references that can be used to do color correction. Under
these conditions, an alternate approach is needed. The method
proposed here is what I call the perturbation technique. It relies on
the visual feedback that the preview checkbox in the Curves
dialog provides. In a nutshell, the method makes incremental
perturbations to the shadow, midtone, and highlight regions for each
of the red, green, and blue curves. The perturbations that improve
the image are kept and those that do not are discarded.
Figure
6.18
Figure 6.18:
Implementation of the Perturbation Technique: (a) Placing the
Shadow, Midtone, and Highlight Region Control Points (b) Perturbation
of the Midtone Control Point
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illustrates the idea. In Figure
6.18(a), the Red
channel of the
Curves tool is displayed, and three control
points have been added to the curve at the quarter, half, and
three-quarter positions. The regions of the curve around these points
roughly control the shadow, midtone, and highlight regions of the Red
channel. The perturbation technique works by moving the control
points up or down and seeing whether the change improves the image.
Figure
6.18(b) shows a perturbation of the midtone
control point.
Note that, in moving the midtone control point, the only parts of the
curve that move are those between the shadow and highlight control
points. The rest of the curve is constrained by the two other control
points. This is very useful because it allows the Curves tool
to act on a select part of the image's tonal range.
The perturbation technique is not scientific and relies on the
perceptual abilities of the user to see changes that improve or
deteriorate an image. Nevertheless, cycling among the nine control
points, making only gradual changes to each, can often produce
marvelous results. The following example illustrates this approach.
Figure
6.19
Figure 6.19:
Image with a Color Cast. Can you see it?
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shows an image of a tiger that has a problem (the image, not the
tiger). It has a subtle, overall green color cast. The color cast is
so subtle, at first, I didn't even recognize it.
The perturbation technique is an approach to color correction that
requires experimentation. Thus, the steps are difficult to present in
book format. The best that I can do is to show you the results. For
this, Figure
6.20
Figure 6.20:
The Three Adjusted Curves Using the Perturbation Technique
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shows the final curves for the Red, Green, and Blue channels (shown in
parts (a), (b), and (c), respectively). The resulting effect on the
image is shown in Figure
6.21.
Figure 6.21:
The Color Corrected Image
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Comparing Figure
6.21 with
Figure
6.19 makes the green color cast in the
original image readily apparent. Furthermore, you can see that the
application of the perturbation technique has simultaneously improved
the contrast of the image's subject. The tiger looks significantly
enhanced.
There is an important caveat to the perturbation technique. Because
this method relies on the visual feedback you get from your monitor,
the technique is highly dependent on the monitor's individual
characteristics. What looks great on your monitor might not look as
great on another. The method described earlier in this chapter that
measures pixel values and then makes adjustments accordingly does not
depend on the monitor. The earlier method is the preferred approach
whenever possible.