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Invisible wrote:
>
> All I know is that when I take a dark image and try to make it brighter,
> it comes out hopelessly noisy.
>
As you push those low RGB values up, values in-between maintain their
relationship by scaling. You're also scaling the baseline noise of your
camera. S/N ratio is still the same, the only difference is that there
was very little signal to begin with. You might be able to stretch this
a small amount, using a noise reduction algorithm, but this will eat
details, which you have very little of, so the image will be soft and
begin to show artifacts. You could also take advantage of human
perception of color and smooth the color channels, which will reduce the
apparent color noise, you'll still have luminance noise, but this is
generally regarded as more pleasant than chroma noise.
Also, with 8 bit images, the risk of posterization becomes greater the
more drastic the changes. You only have 32 levels to work with in an
image that is underexposed by 3 stops. (which would be rather dark) as
opposed to 256 levels had the image been properly exposed in the first
place. Now, lets say you have an image that had been recorded in 12
bit-- which is common in most digital SLR's, though 14bit is becoming
more common-- , now that same image has 512 levels, therefore on current
displays and print technologies, there really is no posterization. This
gives a much greater lattitude when performing color adjustments.
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