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Ardo Illaste edited Results.md
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## Pixel by pixel event classification
The algorithm is presented schematically on figure 1. Each subroutine is explained in detail below.
### Image preprocessing
The only preprocessing step used is convolving the image with a \((2n+1)\times(2n+1)\) kernel where the center element is \(1/(n+1)\) and the k-th layer surrounding the center is made up of values \(1/(8k(n+1))\). For example, when
n=2 n=1 the kernel would be
\[
\left( \begin{array}{ccc}
a 1/16 &
b 1/16 &
c\\\\
d 1/16\\\\
1/16 &
e 1/2 &
f\\\\
g 1/16\\\\
1/16 &
h 1/16 &
i 1/16 \end{array} \right)
\]
### Region detection
The method works by fitting fluorescence signal from each