Table 2. Comparison between the HMAX and the proposed model for different image data sets.
Performance of HMAX [17] | Performance of Proposed Model | Statistical Significance | ||
Data sets | Eq pt | Eq pt | Two-Sample Kolmogorov-Smirnov Test [51] | Wilcoxon rank sum test [50] |
p-value | p-value | |||
Airplane | 94.9 | 97.2 | 0.3129 | 0.2853 |
Face | 98.1 | 98.7 | 0.3127 | 0.0949 |
Leaf | 95.9 | 98.8 | 0.3129 | 0.1175 |
Motor | 97.4 | 99.3 | 0.0310 | 0.0134 |
Car (rear) | 99.8 | 99.8 | 1.0 | 0.9095 |