A distance-transform based technique is presented for the segmentation
of monochrome images of colonies grown on membrane filters. This is u
sed to count the number of Escherichia coli in a given water sample, w
hich is used as a parameter for determining water quality. The result
is compared with fuzzy c-means clustering approach.