Research Article
Online Signature Verification on MOBISIG Finger-Drawn Signature Corpus
Table 6
MOBISIG: EER and aEER (different feature sets).
| | Detector | Skilled forgeries | Random forgeries | | EER | aEER (std dev.) | EER | aEER (std dev.) |
| | feat62 | | Eucl. | 17.11 | 12.14 (12.60) | 8.69 | 5.01 (8.47) | | Manh. | 14.31 | 9.35 (11.28) | 5.21 | 2.10 (4.01) | | kNN | 17.25 | 12.15 (12.21) | 9.14 | 5.00 (8.87) | | SVM | 17.35 | 12.45 (12.84) | 9.00 | 5.00 (8.57) |
| | feat56 | | Eucl. | 16.00 | 13.05 (13.55) | 7.44 | 5.17 (8.64) | | Manh. | 15.45 | 10.97 (12.75) | 5.26 | 2.32 (4.26) | | kNN | 16.91 | 13.48 (13.10) | 7.46 | 5.56 (9.08) | | SVM | 15.73 | 13.22 (13.29) | 7.39 | 5.35 (9.07) |
| | feat32 | | Eucl. | 17.58 | 14.87 (14.81) | 8.80 | 5.89 (9.08) | | Manh. | 17.17 | 13.32 (13.62) | 7.44 | 3.83 (6.56) | | kNN | 18.07 | 14.44 (13.62) | 8.83 | 6.17 (9.09) | | SVM | 17.76 | 14.78 (14.86) | 8.76 | 5.83 (9.15) |
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Note. Training: 15 samples.
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