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<H2><A NAME="SECTION001021000000000000000">&#160;</A><A NAME="5728">&#160;</A>
<BR>
Detector Non-Linearity
</H2>
This section outlines the transformation from raw to radiometrically
corrected data. For the purpose of this simple description we make a
distinction between linear and non-linear detectors. Data acquired with 
detectors of the latter category require, at most, bias and dark signal 
subtraction plus division by a flat field exposure. 

<P>
Most real detectors have nonlinear Intensity Transfer Functions (ITF),
<I>e.g.</I>  photographic plates, the effects of the dead time at high
count rates in photon counting systems and the low light level
nonlinearity of Image Dissector Scanners (see M. Rosa, <I>The
Messenger</I>, <B>39</B>, 15, 1985). If the ITF is known analytically, the
command <TT>COMPUTE/IMAGE</TT> will be sufficient for the correction of
the raw data. For example, the paired pulse overlap (dead-time)
correction of photoelectric equipment could be corrected for by <TT>COMPUTE/IMA OUT = IN/(1+TAU*IN)</TT>, where <TT>TAU</TT> is the known time
constant of the counting electronics an <TT>IN</TT> must be in units of a
count rate rather than total counts. If the ITF is defined in tabular
form, the command <TT>ITF/IMAGE</TT> can be used to obtain the ITF
correction for each image element (pixel value) by interpolation in an
ITF table; this command assumes a uniform transfer function over the
image field.

<P>
CCDs are generally more nearly linear than are most other detectors used in 
astronomy. However, especially in particular pixels or regions, CCDs are 
clearly non-linear and/or suffer deviating signal zero points. 
Procedures which may be useful for the treatment of such deficiencies are 
(partly) described in Appendix B. 

<P>
Problems related to background<A NAME="5737">&#160;</A> estimation and more
sophisticated flat-field corrections generally are very instrument
dependent. Therefore, it is not possible to give one standard recipe
here; check the various instrumental appendices for more specific
advice.

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<ADDRESS>
<I>Petra Nass</I>
<BR><I>1999-06-15</I>
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