Automatic Segmentation of Medical Images Using Fuzzy c-Means and the Genetic Algorithm
Table 1
A sample chromosome with length of 6.
Value in each chromosome, are the data centers. Thus, the length of each chromosome shows the number of different categories or in other words shows the number of segment of image. We can control the maximum number of the data sets with controlling the length of chromosomes. Each cell of chromosomes initialized can be in the range of 0 to 255. In the first place, the numbers will be randomly generated. An example of randomly generated chromosome is shown in here.
