Notes:
How does the autothreshold work?
The histogram of an image shows the greylevels on the x-axis and the count of each greylevel in the image on the y-axis.
The autothreshold uses the grey level that divides the histogram so that two times the grey level is equal to the sum of the average background and the average object intensities.