| Dealing
with Thermal CCD Noise
We assume that the reason it took so long for manufacturers of
consumer-grade digital still cameras to provide long exposure times
and bulb settings on their cameras is that the problem of
thermal noise generated in the CCD was too great. Perhaps the
manufacturers were trying to protect us from taking "bad"
photos in much the same way that many automatic cameras refuse to
take a picture or insist on using a flash when the ambient light is
judged too low. While thermal noise is a problem that one must deal
with, it can be dealt with successfully.
Thermal noise always exists within a CCD, and the problem
increases the longer the sensor is active. Some digital camera
manufacturers caution the photographer about using shutter durations
greater than a second. Noise manifests itself in the image as white
specks. The greater the exposure time, the greater the number of
specks will be. An example of an image with much noise is provided
below. The image hasn't been resized, but it has been cropped to
show the area surrounding the subject of interest, the splash of the
milk drop. The shutter was held open for several seconds.

The best strategy to minimize noise is simply to keep the shutter
duration as brief as possible. A photo taken with the shutter
duration under a second is shown below.

Once thermal noise manifests itself in an image, it can be
removed by a couple of methods. One of them is simply to spot out
the white specks using the cloning tool in an image-editing program.
That method would be very time consuming with the noisy splash
photo. A faster method is to use a noise filter that is set to remove spots smaller than a
given radius. For the splash photo, the radius was set to 2 and the threshold to
10. The result
is shown below.

A disadvantage of using a noise filter is that sharp
edges and specular highlights may be softened. Note that this is
what happened to the image above. Using an unsharp mask filter can
restore some of the lost sharpness as shown below.

Of course, one should keep in mind that repeated
application of filters will cause some loss of information in the
image. If the image is to serve as data for an experimental
investigation, then editing of the image should be done with
caution. The best approach, as already stated, is simply to use
the shortest shutter durations possible.
Gallery of digital images
Back
to top
|