deletions | additions       diff --git a/res_imagefit.md b/res_imagefit.md  index d570f6f..79bcda8 100644  --- a/res_imagefit.md  +++ b/res_imagefit.md 
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####Image fit  The results of applying the denoising algorithm to a linescan image (\ref{fig:linescan}A) (Figure \ref{fig:linescan}A)  are presented on Figure  \ref{fig:linescan}B. The fitted image is obtained by adding the baseline image (\ref{fig:linescan}C) (Figure \ref{fig:linescan}C)  and fitted pixelevents (\ref{fig:linescan}D). (Figure \ref{fig:linescan}D).  Separating the baseline and events into separate images allows to easily calculate the standard \(\Delta F/F_0|\) image of the linescan (\ref{fig:linescan}E). Substracting the fitted image from the original data yields the noise and residual (\(W+R\) in Eq Eq.  \ref{eq_ithpix})