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General case

The algorithm can also be written as:

displaymath294

This presentation of the optimal extraction is useful to see clearly the influence of the term tex2html_wrap_inline296 . The idea is that when tex2html_wrap_inline298 , the influence of this pixel is diminished in comparison of the pixel where tex2html_wrap_inline300 .

To have a better understanding of the effect, we can go back to the weight presentation of the algorithm: tex2html_wrap_inline302 , with tex2html_wrap_inline304 .

Now, you can see that each pixel have a weight depending of the flux and the background. If the background is close to 0, tex2html_wrap_inline306 (see previous paragraph). In the case of a pixel with a poor S/N ratio, some pixels are under-used ( tex2html_wrap_inline308 ), and the more important ones are over-used ( tex2html_wrap_inline310 ) . The role of the normalization factor ( tex2html_wrap_inline312 ) is thus to compensate so the flux is not changed.

Here is an example of the weights obtained for segment LIF 1a. For each wavelength, all the pixels are used, but the relative importance of each of them change:
tex2html_wrap314


Sylvestre Lacour
Mon Nov 5 22:07:31 EST 2001