Digital Noise - What Is It? What Causes
It? And How Can I Get Rid Of It?
By: Ziv Haparnas
Digital
noise in photos taken with digital cameras is random
pixels scattered all over the photo. It is a similar
effect as “grain” in film photography and it
degrades the photo quality.
Digital noise usually occurs when you take low light
photos (such as night photos or indoor dark scenes)
or you use very slow shutter speeds or very high
sensitivity modes.
When taking pictures with a digital camera an
electronic sensor (also known as a CCD) built from
many tiny pixels is used to measure the light for
each pixel. The result is a matrix of pixels that
represent the photo.
As with any other electronic sensor the CCD is not
perfect and includes some noise (also know as white
noise to hint on its randomness attribute). In most
lighting the light is significantly stronger than
the noise. However in extreme scenes where the light
is very low or when a high amplification is needed
noise levels can become significant and result in
pixels in the photos that include more noise data
than real photo light data. Those pixels usually
appear as random dots or stains on the photo (for
example white dots scattered randomly on the photo).
Understanding digital noise in various scenes:
low light (night photos or dark scenes): when
the scene is dark the amount of light measured by
each pixel of the CCD is low. When the light
intensity is very low it can become too close to the
level of noise naturally found in the CCD. In such
cases some pixels can appear as noise because the
noise level measured for them is significantly close
or higher than the actual light intensity.
slow shutter speeds: when the shutter is kept
open for a long time more noise will be introduced
to the photo. A slow shutter speed translates to the
CCD integrating more light per pixel. The effect can
be easily understood as the CCD “accumulating” light
in each pixel and measuring the total light over the
shutter period of time. However at the same time the
CCD is also “accumulating” noise. For that reason in
slow shutter speed photos some pixels will appear as
noise because for these pixels the amount of noise
integrated is significantly close to or higher than
the actual light measured.
high sensitivity modes: high sensitivity in
digital photography is implemented by mechanisms
that result in amplification. The CCD amplifies the
measurements it takes. However there is no way to
just amplify the actual photo light that falls on
the CCD pixels instead the noise and the actual
light are both amplified. The result is that the CCD
becomes sensitive not only to light but also to its
own noise. When too much amplification is applied
some pixels will appear as noise.
While it is impossible to completely prevent digital
noise there are a few options that allow you to
significantly decrease it. When taking photos in low
light scenarios such as night photos there are two
main parameters to play with: sensitivity and
shutter speed. Raising sensitivity creates more
internal noise in the CCD while slowing down the
shutter allows for more noise to integrate on the
CCD. The amount of noise generated by both
parameters is different. It is recommended that you
set your camera to manual mode and play with a few
different sensitivity/shutter speed pairs to find
out the one that generates the least noise.
Some
cameras include a built-in feature called “noise
reduction”. Noise reduction is implemented by
sophisticated software that can identify the noise
pixels and remove them. For example the software can
identify the noise pixels based on their randomness
and usually extreme intensity gap between them and
their neighboring pixels. Removing the noise can be
implemented by interpolating a replacement pixel
value based on its neighboring pixels.
If you do not have a built-in noise reduction
feature or it does not work properly you can use a
PC based software that removes digital noise. Many
photo processing software include a combination of
automatic and manual digital noise removal. Some
software packages can also use a few photos of the
same object to “average” them and thus remove the
noise (relying on the fact that digital noise is
random and the noise pixels will be different in
each photo taken).
To conclude digital noise should be understood by
any amateur or professional photographer. However
for most photographers digital noise is not a
practical problem even in low light scenarios
usually digital noise is minimal and can be
significantly reduced by simply turning on your
camera’s noise reduction feature. For professional
photographers who shoot in more extreme conditions
digital noise can present a real problem and can be
dealt with using a combination of optimizing the
camera settings and removing noise with professional
software.
Ziv Haparnas is a technology veteran and writes
about practical technology and science issues. This
article can be reprinted and used as long as the
resource box including the backlink is included. You
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