Research Article
A Novel Algorithm for Feature Level Fusion Using SVM Classifier for Multibiometrics-Based Person Identification
Table 1
Average GAR (%), FAR (%), and response time (mean) in seconds for unimodal and multimodal techniques.
| Algorithm | Number of support vectors | Testing set |
Identification accuracy (GAR%) | FAR% |
Training time (mean in seconds) |
Testing time (mean in seconds) | RBF Kernel | Polynomial Kernel | RBF Kernel | Polynomial Kernel | RBF Kernel | Polynomial Kernel | RBF Kernel | Polynomial Kernel |
| Fingerprint | 400 | 100 | 87 | 85 | 4 | 8 | 5.22 | 4.78 | 0.2 | 0.21 | Iris | 400 | 100 | 88 | 84 | 2 | 4 | 3.25 | 4.94 | 0.25 | 0.16 | Fusion | 400 | 100 | 94 | 93 | 0 | 0 | 3.27 | 3.98 | 0.12 | 0.19 |
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