Research Article
Feature-Level vs. Score-Level Fusion in the Human Identification System
Table 3
Multimodal accuracies for face-iris (ORL‐ CASIA V1, MMU‐1) datasets.
| Dataset | Methods | Accuracy (%) | Feature-level fusion | Score-level fusion |
| ORL-CASIA-V1 | LBP | 94.9038 | 97.5321 | GLCM | 95.1603 | 95.0962 | PCA | 97.4359 | 97.50 | FDs | 97.2115 | 92.6282 |
| ORL-MMU-1 | LBP | 85.0641 | 97.0192 | GLCM | 71.0897 | 82.5641 | PCA | 95.4808 | 97.3077 | FDs | 87.2436 | 88.3974 |
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