Image Analysis for MRI Based Brain Tumor Detection and Feature Extraction Using Biologically Inspired BWT and SVM

Table 1

First-order statistical features for few images.

Images	Mean	Standard deviation	Skewness	Kurtosis	Energy	Entropy
Image 1	8.66	43.99	0.00553		10.94	0.65
Image 2	11.81	49.11	0.00655		16.37	0.94
Image 3	39.40	75.59	0.01054		65.99	3.03
Image 4	6.83	39.45	0.00517		8.11	0.45
Image 5	11.90	38.81	0.02002		33.17	2.09
Image 6	5.33	28.95	0.01647		13.87	1.12