Research Article

Estimation of Abnormal Cell Growth and MCG-Based Discriminative Feature Analysis of Histopathological Breast Images

Algorithm 1

Proposed algorithm: minimized cellular graph.
Input:
A: RGB image with dimension m  n
Output:
G: Minimized graph
(1)Start
(2)Convert the input RGB image into Gray scale image:
(3)Apply K-means segmentation
(4)Obtained the segmented image is Seg
  
  
  If
   rk == p
   Seg = Segk
  End
(5)Binarization:
If
Seg (:, :)> =t1 & Seg (:, :) ≤ t2 = 1
Else
Seg (:, :) = 0
Here, t1 and t2 are the threshold values.
End
(6)Extract connected component:
(7)Distance matrix creation from the extracted connected component:
(8)
(9)If ds > 
Extract the nodes with their coordinates.
(10)G=Generate the graph with the extracted nodes
(11)End