From: Fingerprint template protection using minutia-pair spectral representations
No. of images (t) | Analog | No HDS | ZLHDS | ZLHDS+r.c. | ||||
---|---|---|---|---|---|---|---|---|
1 | \({\mathcal {M}}_{x\theta }\) | 6.0% | 9.4% | 9.0% | 8.0% | |||
0.39 | 0.50 | 0.37 | 0.50 | 0.36 | 0.50 | |||
\({\mathcal {M}}_{x\beta }\) | 6.1% | 10.4% | 9.5% | 8.1% | ||||
0.39 | 0.50 | 0.38 | 0.50 | 0.37 | 0.50 | |||
Fusion | 4.8% | 7.3% | 6.5% | 5.5% | ||||
0.39 | 0.50 | 0.38 | 0.50 | 0.36 | 0.50 | |||
2 | \({\mathcal {M}}_{x\theta }\) | 4.5% | 7.2% | 5.7% | 5.0% | |||
0.37 | 0.50 | 0.33 | 0.47 | 0.32 | 0.47 | |||
\({\mathcal {M}}_{x\beta }\) | 4.8% | 7.9% | 6.9% | 5.6% | ||||
0.38 | 0.50 | 0.34 | 0.47 | 0.32 | 0.47 | |||
Fusion | 3.9% | 5.1% | 5.0% | 4.1% | ||||
0.37 | 0.50 | 0.33 | 0.47 | 0.32 | 0.47 | |||
3 | \({\mathcal {M}}_{x\theta }\) | 3.0% | 5.6% | 5.3% | 4.4% | |||
0.36 | 0.50 | 0.31 | 0.46 | 0.29 | 0.46 | |||
\({\mathcal {M}}_{x\beta }\) | 3.2% | 7.2% | 5.3% | 4.9% | ||||
0.37 | 0.50 | 0.32 | 0.46 | 0.30 | 0.46 | |||
Fusion | 2.2% | 4.5% | 4.0% | 3.3% | ||||
0.37 | 0.50 | 0.32 | 0.46 | 0.30 | 0.46 | |||
4 | \({\mathcal {M}}_{x\theta }\) | 2.1% | 5.5% | 5.5% | 4.8% | |||
0.37 | 0.50 | 0.31 | 0.45 | 0.29 | 0.45 | |||
\({\mathcal {M}}_{x\beta }\) | 2.2% | 7.1% | 6.5% | 5.0% | ||||
0.37 | 0.50 | 0.32 | 0.46 | 0.30 | 0.46 | |||
Fusion | 1.3% | 4.3% | 4.3% | 3.3% | ||||
0.37 | 0.50 | 0.31 | 0.45 | 0.30 | 0.45 |