A Novel Statistical Method for Scene Classification Based on Multi-Object Categorization and Logistic Regression

. 2020 Jul 10;20(14):3871. doi: 10.3390/s20143871

Algorithm 1. Pseudo code of the MFCM Algorithm

1: Initialize the clusters

c

randomly
2: calculate the centers

v_{i}

of clusters

c

3: while minimum value of objective function

J_{M} (U, V)

do
4: for each data point in an image do
5: Step 1. Measure the membership

u_{i j}

of given data point to clusters

c

6: Step 2. Update the cluster centers

v_{i}

7: end for
8: end while