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Different implementation of FCM

Build Status

This code uses two various fuzzy c-means algorithms.

  • Classical FCM
  • Enhanced FCM

Run as defalut options

Algorithm: FCM or EnFCM
Number of bits of input images: 8
Number of clusters: 4
Fuzziness degree: 2
Max number of iterations: 100
Threshold to check convergence 'Epsilon': 0.05 
Plotting results

python3 EnFCM.py  OR python3 FCM.py
  • If you want to change the image you can edit one line of code in each document.

Results

Algorithm Output
FCM EnFCM
Enhanced FCM fcm2

References

  • [1] EnFCM
  • [2] FCM
  • Both papers were used to understand FCM & EnFCM.