Table 1.
Test Images | Method | Acc (%) | Recall | Precision |
---|---|---|---|---|
No. 1 | STRUM+AdaBoost | 99.05 | 24.87 | 83.19 |
Block-wise CNN | 93.87 | 86.97 | 14.73 | |
LPP | 99.67 | 84.17 | 73.38 | |
No. 2 | STRUM+AdaBoost | 97.91 | 13.61 | 78.42 |
Block-wise CNN | 95.48 | 58.59 | 27.56 | |
LPP | 99.52 | 78.83 | 79.86 | |
No. 3 | STRUM+AdaBoost | 96.64 | 14.75 | 48.03 |
Block-wise CNN | 90.88 | 56.90 | 15.94 | |
LPP | 99.15 | 83.15 | 49.20 | |
No. 4 | STRUM+AdaBoost | 99.38 | 3.24 | 25.00 |
Block-wise CNN | 97.17 | 30.01 | 6.81 | |
LPP | 99.90 | 74.78 | 82.89 | |
No. 5 | STRUM+AdaBoost | 97.08 | 8.20 | 20.13 |
Block-wise CNN | 93.67 | 93.42 | 26.22 | |
LPP | 99.64 | 89.99 | 95.17 |