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

Table 1

A MSE rate performance comparison of pre-processing.

Input	Median	Bilateral	Proposed
IMG_1	79.214	64.03	61.327
IMG_2	80.131	68.371	67.349
IMG_3	83.722	67.191	64.457
IMG_4	80.219	66.147	65.124
IMG_5	82.191	70.492	69.191
IMG_6	81.41	67.12	64.81
IMG_7	85.13	65.99	63.47
IMG_8	78.51	66.14	64.14
IMG_9	82.42	76.41	67.18
IMG_10	80.94	74.51	67.85