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Read-out signal; bias
Usually the amplifier which boosts the signal prior to its digitisation
by the ADC will also generate an offset, false signal or bias, which
is imposed in addition to the real signal generated by the illuminating
light (there are sound reasons for doing this). This bias varies slightly
with position on the chip, can vary slowly with time (though this is
minimised if the chip is kept at a constant temperature) and inevitably
has noise associated with it. There are two techniques for estimating
and correcting the bias.
- Bias strips
- Here the CCD controller software is written in such
a way that the images generated contain regions (usually two narrow
strips on either side of the chip) that are created by reading out the
CCD without sampling any of its stored charge (see
Figure
). These regions are called bias strips
or overscan pixels. The values of pixels within these strips
consist only of the bias and its noise. Usually for each row in the
image the pixels in the corresponding row of the bias strips are
averaged and the resulting value is subtracted from all the pixels in
the row. The bias strips serve no further purpose and can then be
discarded, thus reducing the size of the images.
- Bias frames
- Here the entire CCD array is read-out without sampling
any stored charge (that is, no light is incident on the detector) so
that any small scale structure in the noise is detected and can
subsequently be corrected for. Such frames are called bias frames.
In practice bias frames are acquired by taking short exposures with
the shutter closed before or after each night of observing. Typically
in order to reduce read-out noise several frames are taken and averaged.
The resulting `master' bias frame is then simply subtracted from the
genuine image frames.
Figure:
Typical CCD geometries.
In the figure on the left the readout direction is `Y', the bias
strips are located with bounds I,J,K,L and the useful CCD area is
M,J
,N,K
(approximately; you should probably allow a gap of
more than
pixel between the bias and light-sensitive regions).
In the figure on the right the readout direction is `X', the bias
strips are located with bounds I,J,K,L and the useful CCD area is
N,J
,K
,M
. (Note that some observatories recommend that you
only use the left-hand strip; if you use the right-hand one too, check
that it is not contaminated by residual charge)
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Which method is preferable depends on the quality and stability of the
chip. If the chip and amplifier are stable during the observing session
them observing separate bias frames is straightforward and gives
satisfactory results. Conversely, using bias strips can be more
convenient because you do not have to acquire, store and process separate
bias frames. Of course, if the CCD controller software does not generate
bias strips then you must use separate bias frames.
However you make the bias correction, you need to apply it to all the
other frames acquired: target objects, flat fields (see below) etc.
Often making the bias correction is the first stage of CCD data reduction.
Next: Non-linearity
Up: Instrumental Effects in CCD Detectors
Previous: Bad pixels
The 2-D CCD Data Reduction Cookbook
Starlink Cookbook 5
A.C. Davenhall, G.J. Privett & M.B. Taylor
16th August 2001
E-mail:starlink@jiscmail.ac.uk
Copyright © 2001 Council for the
Central Laboratory of the Research Councils