Research Article

A Novel Feature Extraction Technique Using Binarization of Bit Planes for Content Based Image Classification

Table 8

Univariate test.

Comparison-calc valueSignificance

Feature extraction by binarization with multilevel mean threshold (existing)−2.613200.015488
Feature extraction by binarization using Bit Plane Slicing with mean threshold (existing)−2.507320.018261
Feature extraction by binarization of original + even image with mean threshold (existing)−2.628620.015121
Feature extraction by binarization with Bernsen’s local threshold method (existing)−2.660760.014386
Feature extraction by binarization with Sauvola’s local threshold method (existing)−2.419020.020957
Feature extraction by binarization with Niblack’s local threshold method (existing)−3.697170.003034
Feature extraction by binarization with Otsu’s global threshold method (existing)−5.205530.000408

Stands for significant and for highly significant.