Research Article

A Novel Approach for Hybrid Image Segmentation GCPSO: FCM Techniques for MRI Brain Tumour Identification and Classification

Table 10

Ground truth analysis of brain MRI.

Pre-processingSegmented imageTruth imageComparisonAccuracy result

85.51
87.3

PSO, GA and SVM
91.25
90.53

GCPSO-FCM and SVM
93.62
95.32