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Island Separation Algorithms

scipyLabel

The image is taken right after filtering, and an island separation algorithm is used. This algorithm relies on having a strong filter beforehand by setting the parameter 'snrfilter' to a quite high value so the bunches are separated. This is a bad approach since the 'snrfilter' parameter is design to get rid of background noise, and should be set to values near 3 or so, as it essentially filters based on the standard deviation of the noise, more specifically anything below 'snrfilter' times the standard deviation of the noise.

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