From: Hyperspectral image classification with SVM and guided filter
SVM | SVM-EPF | Co-SVM | Co-SVM-EPF | GF-SVM | GF-SVM-EPF | |
---|---|---|---|---|---|---|
Alfalfa | 83.33 | 100.0 | 100.0 | 100.0 | 91.30 | 100.0 |
Corn-N | 76.35 | 94.22 | 96.21 | 95.74 | 98.03 | 99.16 |
Corn-M | 71.74 | 96.66 | 95.93 | 95.80 | 98.42 | 99.82 |
Corn | 48.68 | 78.97 | 92.22 | 91.26 | 89.34 | 94.83 |
Grass-M | 87.38 | 97.53 | 99.25 | 99.49 | 96.68 | 99.26 |
Grass-T | 95.06 | 99.24 | 100.0 | 100.0 | 97.94 | 99.17 |
Grass-P-M | 86.67 | 100.0 | 100.0 | 100.0 | 92.31 | 100.0 |
Hay-W | 99.02 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
Oats | 52.63 | 100.0 | 100.0 | 100.0 | 76.92 | 100.0 |
Soybean-N | 75.38 | 85.07 | 93.27 | 95.58 | 95.86 | 98.73 |
Soybean-M | 83.98 | 95.84 | 94.45 | 96.04 | 99.20 | 99.41 |
Soybean-C | 71.12 | 94.45 | 98.63 | 97.89 | 96.24 | 99.45 |
Wheat | 93.75 | 100.0 | 100.0 | 100.0 | 98.90 | 100.0 |
Woods | 94.27 | 98.62 | 100.0 | 99.24 | 100.0 | 99.58 |
Build-G-T-D | 59.78 | 85.31 | 96.02 | 96.96 | 97.77 | 97.25 |
Stone-S-T | 86.79 | 92.16 | 100.0 | 97.62 | 95.35 | 95.45 |
OA | 81.02 | 94.57 | 96.63 | 97.07 | 98.12 | 99.22 |
AA | 79.12 | 94.88 | 97.87 | 97.85 | 95.27 | 98.88 |
KA | 78.29 | 93.75 | 96.11 | 96.62 | 97.80 | 99.08 |