Table 3.
Fusion Method | Database | Weights | |||
---|---|---|---|---|---|
| |||||
SIFT Feature |
Vein Shape |
Orientation Encoded |
|||
weighted SUM fusion rule | Database A | Index-finger | 0.15 | 0.7 | 0.15 |
Middle-finger | 0.1 | 0.65 | 0.25 | ||
Ring-finger | 0.15 | 0.7 | 0.15 | ||
Index, Middle and Ring-finger | 0.1 | 0.7 | 0.2 | ||
| |||||
Database B | Left-index finger | 0.1 | 0.7 | 0.2 | |
Right-index finger | 0.15 | 0.75 | 0.1 | ||
Left and right-index finger | 0.1 | 0.8 | 0.1 | ||
| |||||
SVM fusion rule | Database A | Index-finger | 16.5255 | 85.3080 | 42.1578 |
Middle-finger | 16.7781 | 78.3649 | 41.8224 | ||
Ring-finger | 15.3110 | 85.5667 | 45.9337 | ||
Index, Middle and Ring-finger | 48.1544 | 98.8196 | 55.8290 | ||
| |||||
Database B | Left-index finger | 6.0424 | 52.2029 | 17.9522 | |
Right-index finger | 15.9473 | 33.6064 | 24.1848 | ||
Left and right-index finger | 12.5155 | 55.8496 | 15.4112 |