MINEX 

Performance and Interoperability of the INCITS 378 Fingerprint Template 

Supplement No. 1: Native Matching 

Patrick Grother 

Michael McCabe 

Craig Watson 

Mike Indovina 

Wayne Salamon 

Patricia Flanagan 

Elham Tabassi 

Elaine Newton 

Charles Wilson 

National Institute of Standards and Technology 

March 21, 2006 

This document is a supplement to the MINEX Evaluation Report 
Minutiae Exchange Interoperability Test March 21, 2006 

List of Tables

1 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the POEBVA dataset. The values are false match rates at a false non-match rate of 0.005. . . . . . . . . 4 

2 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the DHS2 dataset. The values are false match rates at a false non-match rate of 0.005. . . . . . . . . . 4 

3 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the POE dataset. The values are false match rates at a false non-match rate of 0.005. . . . . . . . . . . 5 

4 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the DOS dataset. The values are false match rates at a false non-match rate of 0.005. . . . . . . . . . . 5 

5 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the POEBVA dataset. The values are false match rates at a false non-match rate of 0.01. . . . . . . . . . 6 

6 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the DHS2 dataset. The values are false match rates at a false non-match rate of 0.01. . . . . . . . . . . 6 

7 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the POE dataset. The values are false match rates at a false non-match rate of 0.01. . . . . . . . . . . . 7 

8 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the DOS dataset. The values are false match rates at a false non-match rate of 0.01. . . . . . . . . . . . 7 

9 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the POEBVA dataset. The values are false match rates at a false non-match rate of 0.02. . . . . . . . . . 8 

10 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the DHS2 dataset. The values are false match rates at a false non-match rate of 0.02. . . . . . . . . . . 8 

11 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the POE dataset. The values are false match rates at a false non-match rate of 0.02. . . . . . . . . . . . 9 

12 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the DOS dataset. The values are false match rates at a false non-match rate of 0.02. . . . . . . . . . . . 9 

13 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the POEBVA dataset. The values are false non-match rates at a false match rate of 0.001. . . . . . . . . 10 

14 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the DHS2 dataset. The values are false non-match rates at a false match rate of 0.001. . . . . . . . . . 10 

15 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the POE dataset. The values are false non-match rates at a false match rate of 0.001. . . . . . . . . . . 11 

16 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the DOS dataset. The values are false non-match rates at a false match rate of 0.001. . . . . . . . . . . 11 

17 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the POEBVA dataset. The values are false non-match rates at a false match rate of 0.003. . . . . . . . . 12 

18 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the DHS2 dataset. The values are false non-match rates at a false match rate of 0.003. . . . . . . . . . 12 

19 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the POE dataset. The values are false non-match rates at a false match rate of 0.003. . . . . . . . . . . 13 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 1 
Minutiae Exchange Interoperability Test March 21, 2006 

20 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the DOS dataset. The values are false non-match rates at a false match rate of 0.003. . . . . . . . . . . 13 

21 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the POEBVA dataset. The values are false non-match rates at a false match rate of 0.01. . . . . . . . . . 14 

22 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the DHS2 dataset. The values are false non-match rates at a false match rate of 0.01. . . . . . . . . . . 14 

23 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the POE dataset. The values are false non-match rates at a false match rate of 0.01. . . . . . . . . . . . 15 

24 Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on the DOS dataset. The values are false non-match rates at a false match rate of 0.01. . . . . . . . . . . . 15 

25 Native, single-fnger, DETs for vendor A on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . 16 

26 Native, two-fnger, DETs for vendor A on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . . 17 

27 Native, single-fnger, DETs for vendor B on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . 18 

28 Native, two-fnger, DETs for vendor B on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . . 19 

29 Native, single-fnger, DETs for vendor C on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . 20 

30 Native, two-fnger, DETs for vendor C on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . . 21 

31 Native, single-fnger, DETs for vendor D on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . 22 

32 Native, two-fnger, DETs for vendor D on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . . 23 

33 Native, single-fnger, DETs for vendor E on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . 24 

34 Native, two-fnger, DETs for vendor E on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . . 25 

35 Native, single-fnger, DETs for vendor F on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . 26 

36 Native, two-fnger, DETs for vendor F on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . . 27 

37 Native, single-fnger, DETs for vendor G on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . 28 

38 Native, two-fnger, DETs for vendor G on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . . 29 

39 Native, single-fnger, DETs for vendor H on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . 30 

40 Native, two-fnger, DETs for vendor H on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . . 31 

41 Native, single-fnger, DETs for vendor I on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . 32 

42 Native, two-fnger, DETs for vendor I on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . . 33 

43 Native, single-fnger, DETs for vendor J on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . 34 

44 Native, two-fnger, DETs for vendor J on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . . 35 

45 Native, single-fnger, DETs for vendor K on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . 36 

46 Native, two-fnger, DETs for vendor K on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . . 37 

47 Native, single-fnger, DETs for vendor L on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . 38 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 2 
Minutiae Exchange Interoperability Test March 21, 2006 

48 Native, two-fnger, DETs for vendor L on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . . 39 

49 Native, single-fnger, DETs for vendor M on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . 40 

50 Native, two-fnger, DETs for vendor M on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . . 41 

51 Native, single-fnger, DETs for vendor N on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . 42 

52 Native, two-fnger, DETs for vendor N on all four MINEX datasets. . . . . . . . . . . . . . . . . . . . . . . . . . . 43 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 3 
Minutiae Exchange Interoperability Test March 21, 2006 

POEBVA Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank 

A 0.1140 4 0.3106 4 0.3106 2 A 0.0000 2 0.0002 3 0.0001 2 

B 0.2218 5 0.3570 5 B 0.0008 4 0.0017 4 

C 0.4049 7 0.4049 7 C 0.0027 5 0.0027 6 

D 0.0903 3 0.2772 3 0.2793 1 D 0.0000 2 0.0000 2 0.0000 1 

E 0.7389 11 0.7538 12 0.7585 5 E 0.0030 6 0.0073 7 0.0071 4 

F 0.9449 14 0.4016 6 0.4137 3 F 0.2123 12 0.0024 5 0.0016 3 

G 0.0070 1 0.0053 1 G 0.0000 2 0.0000 1 

H 0.8115 12 0.5500 9 H 0.4479 13 0.4862 12 

I 0.4867 9 0.6316 10 0.4866 4 I 0.0120 7 0.0143 8 0.0137 5 

J 0.9207 13 0.9207 13 J 0.6056 14 0.5670 13 

K 0.0196 2 0.9552 14 0.9552 6 K 0.0176 8 0.9285 14 0.9284 6 

L 0.2266 6 0.2351 2 L 0.1632 11 0.0954 11 

M 0.4851 8 0.4852 8 M 0.0207 9 0.0212 9 

N 0.6742 10 0.7225 11 N 0.0363 10 0.0297 10 

Table 1: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on 

the POEBVA dataset. The values are false match rates at a false non-match rate of 0.005. 

DHS2 Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank 

A 0.9940 14 0.9940 14 0.9939 6 A 0.0890 6 0.1361 5 0.1361 2 

B 0.5111 4 0.5888 2 B 0.0074 1 0.0119 2 

C 0.9939 12 0.9939 12 C 0.3993 7 0.3993 6 

D 0.5149 5 0.7410 3 0.7410 2 D 0.0106 2 0.0488 4 0.0488 1 

E 0.7092 7 0.8191 6 0.8284 3 E 0.8963 11 0.9477 11 0.9516 5 

F 0.9939 13 0.9939 12 0.9939 5 F 0.9905 14 0.4344 7 0.2687 3 

G 0.0319 2 0.0059 1 G 0.0613 5 0.0118 1 

H 0.9599 11 0.9599 10 H 0.9797 13 0.9797 14 

I 0.2801 3 0.9136 7 0.2801 1 I 0.4431 8 0.9405 10 0.4431 4 

J 0.9383 10 0.9383 9 J 0.7374 9 0.7233 8 

K 0.0205 1 0.9878 11 0.9878 4 K 0.0397 3 0.9760 13 0.9760 6 

L 0.9206 9 0.9206 8 L 0.9494 12 0.9494 12 

M 0.7661 8 0.7661 4 M 0.8220 10 0.8220 9 

N 0.6901 6 0.8106 5 N 0.0583 4 0.0338 3 

Table 2: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on 

the DHS2 dataset. The values are false match rates at a false non-match rate of 0.005. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 4 
Minutiae Exchange Interoperability Test March 21, 2006 

POE Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank 

A 0.2165 5 0.4267 8 0.4267 3 A 0.0000 2 0.0005 3 0.0001 2 

B 0.2788 6 0.4016 5 B 0.0006 5 0.0016 4 

C 0.4203 9 0.4203 7 C 0.0017 7 0.0017 6 

D 0.1284 3 0.3340 3 0.3340 1 D 0.0000 2 0.0000 1 0.0000 1 

E 0.7110 11 0.8324 12 0.8438 5 E 0.0027 8 0.0090 7 0.0074 4 

F 0.8239 13 0.4112 6 0.4343 4 F 0.0002 4 0.0016 5 0.0008 3 

G 0.0101 1 0.0055 1 G 0.0000 2 0.0000 2 

H 0.7948 12 0.6308 11 H 0.3760 13 0.3764 12 

I 0.3787 7 0.5302 9 0.3787 2 I 0.0100 9 0.0131 9 0.0102 5 

J 0.9330 14 0.9330 13 J 0.6535 14 0.6338 13 

K 0.0158 2 0.9525 14 0.9525 6 K 0.0309 11 0.9239 14 0.9232 6 

L 0.1639 4 0.1694 2 L 0.1061 12 0.0978 11 

M 0.3984 8 0.3986 4 M 0.0221 10 0.0220 10 

N 0.4490 10 0.5922 10 N 0.0015 6 0.0092 8 

Table 3: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on 

the POE dataset. The values are false match rates at a false non-match rate of 0.005. 

DOS Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank 

A 0.2796 5 0.4896 4 0.4896 2 A 0.0002 2 0.0097 3 0.0082 2 

B 0.4083 6 0.5983 8 B 0.0212 4 0.0458 4 

C 0.5768 9 0.5768 7 C 0.0601 7 0.0601 6 

D 0.2253 4 0.5242 5 0.5242 3 D 0.0004 3 0.0037 2 0.0037 1 

E 0.7406 11 0.7884 11 0.7419 5 E 0.0263 6 0.0673 7 0.0423 3 

F 0.9735 14 0.5712 6 0.6163 4 F 0.7895 14 0.0594 5 0.0602 4 

G 0.0193 2 0.0047 1 G 0.0000 1 0.0019 1 

H 0.7940 12 0.8865 12 H 0.6365 13 0.7232 13 

I 0.4517 8 0.6150 9 0.4516 1 I 0.1039 9 0.1042 8 0.1098 5 

J 0.8982 13 0.8989 13 J 0.5693 12 0.5976 12 

K 0.0141 1 0.9850 14 0.9850 6 K 0.0213 5 0.9743 14 0.9736 6 

L 0.2164 3 0.2262 2 L 0.3746 11 0.2878 11 

M 0.4390 7 0.4391 3 M 0.2725 10 0.2697 10 

N 0.6653 10 0.7139 10 N 0.0715 8 0.1613 9 

Table 4: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on 

the DOS dataset. The values are false match rates at a false non-match rate of 0.005. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 5 
Minutiae Exchange Interoperability Test March 21, 2006 

POEBVA Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank 

A 0.0013 2 0.0448 3 0.0448 2 A 0.0000 2 0.0000 2 0.0000 1 

B 0.0535 5 0.1208 6 B 0.0001 4 0.0002 4 

C 0.1154 6 0.1154 5 C 0.0002 7 0.0002 6 

D 0.0060 3 0.0437 2 0.0441 1 D 0.0000 2 0.0000 2 0.0000 1 

E 0.2389 8 0.3104 8 0.3165 4 E 0.0008 9 0.0017 9 0.0017 5 

F 0.8368 14 0.1142 4 0.1021 3 F 0.0002 6 0.0002 5 0.0001 3 

G 0.0005 1 0.0053 1 G 0.0000 2 0.0000 2 

H 0.6568 12 0.5500 12 H 0.1920 13 0.1722 12 

I 0.4053 10 0.3730 9 0.4151 5 I 0.0006 8 0.0014 7 0.0008 4 

J 0.8046 13 0.8046 13 J 0.4668 14 0.3250 13 

K 0.0196 4 0.9552 14 0.9552 6 K 0.0001 5 0.9283 14 0.9283 6 

L 0.2266 7 0.2351 7 L 0.0227 12 0.0151 11 

M 0.3874 9 0.3875 10 M 0.0016 10 0.0016 8 

N 0.4076 11 0.4584 11 N 0.0046 11 0.0039 10 

Table 5: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on 

the POEBVA dataset. The values are false match rates at a false non-match rate of 0.01. 

DHS2 Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank 

A 0.4936 6 0.5968 7 0.5968 4 A 0.0007 2 0.0017 2 0.0014 2 

B 0.2313 4 0.3214 2 B 0.0010 3 0.0019 3 

C 0.5939 8 0.5939 6 C 0.0177 6 0.0177 6 

D 0.1574 3 0.3888 3 0.3888 2 D 0.0000 1 0.0004 1 0.0004 1 

E 0.7092 9 0.8191 9 0.8284 5 E 0.8963 12 0.9477 11 0.9516 5 

F 0.9617 14 0.5922 5 0.5600 3 F 0.8461 11 0.0181 7 0.0116 3 

G 0.0319 2 0.0059 1 G 0.0066 4 0.0118 5 

H 0.9599 13 0.9599 13 H 0.9797 14 0.9797 14 

I 0.2801 5 0.9136 10 0.2801 1 I 0.4431 8 0.9405 10 0.4431 4 

J 0.9383 12 0.9383 12 J 0.4452 9 0.5028 8 

K 0.0205 1 0.9878 14 0.9878 6 K 0.0267 7 0.9760 13 0.9760 6 

L 0.9206 11 0.9206 11 L 0.9494 13 0.9494 12 

M 0.7661 10 0.7661 8 M 0.8220 10 0.8220 9 

N 0.5604 7 0.5658 4 N 0.0091 5 0.0057 4 

Table 6: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on 

the DHS2 dataset. The values are false match rates at a false non-match rate of 0.01. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 6 
Minutiae Exchange Interoperability Test March 21, 2006 

POE Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank 

A 0.0262 4 0.0690 3 0.0690 2 A 0.0000 2 0.0000 3 0.0000 2 

B 0.0738 5 0.1543 6 B 0.0000 6 0.0001 6 

C 0.1315 6 0.1315 5 C 0.0000 5 0.0000 4 

D 0.0112 2 0.0488 2 0.0488 1 D 0.0000 2 0.0000 1 0.0000 1 

E 0.3424 9 0.3968 9 0.4072 5 E 0.0007 10 0.0017 9 0.0018 5 

F 0.5998 12 0.1289 4 0.1058 3 F 0.0000 2 0.0001 5 0.0000 2 

G 0.0006 1 0.0055 1 G 0.0000 2 0.0000 1 

H 0.6522 13 0.6308 12 H 0.1369 13 0.1274 12 

I 0.3787 10 0.4171 11 0.3787 4 I 0.0007 9 0.0012 8 0.0007 4 

J 0.8154 14 0.8154 13 J 0.4770 14 0.3900 13 

K 0.0158 3 0.9525 14 0.9525 6 K 0.0001 7 0.9232 14 0.9232 6 

L 0.1639 7 0.1694 7 L 0.0091 12 0.0094 11 

M 0.3984 11 0.3986 10 M 0.0022 11 0.0022 10 

N 0.1847 8 0.3339 8 N 0.0001 8 0.0007 7 

Table 7: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on 

the POE dataset. The values are false match rates at a false non-match rate of 0.01. 

DOS Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank 

A 0.0567 4 0.1689 3 0.1689 2 A 0.0000 1 0.0015 3 0.0006 2 

B 0.1822 5 0.3234 8 B 0.0035 6 0.0071 7 

C 0.2630 7 0.2630 7 C 0.0055 7 0.0055 6 

D 0.0446 3 0.1856 4 0.1856 3 D 0.0000 3 0.0001 1 0.0001 1 

E 0.2763 8 0.3731 9 0.3334 5 E 0.0011 5 0.0041 4 0.0026 3 

F 0.8973 14 0.2615 6 0.2550 4 F 0.3187 12 0.0051 5 0.0030 4 

G 0.0028 1 0.0047 1 G 0.0000 1 0.0001 2 

H 0.7047 12 0.5586 13 H 0.3855 14 0.3094 12 

I 0.4164 10 0.4314 10 0.4151 6 I 0.0089 8 0.0146 8 0.0108 5 

J 0.7758 13 0.7753 14 J 0.3664 13 0.3709 13 

K 0.0141 2 0.0217 2 0.0003 1 K 0.0004 4 0.9736 14 0.9736 6 

L 0.2164 6 0.2262 5 L 0.1269 11 0.0842 11 

M 0.4390 11 0.4391 11 M 0.0606 10 0.0606 10 

N 0.4050 9 0.5467 12 N 0.0111 9 0.0223 9 

Table 8: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on 

the DOS dataset. The values are false match rates at a false non-match rate of 0.01. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 7 
Minutiae Exchange Interoperability Test March 21, 2006 

POEBVA Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank 

A 0.0000 2 0.0006 1 0.0004 2 A 0.0000 3 0.0000 3 0.0000 2 

B 0.0084 5 0.0192 6 B 0.0000 6 0.0000 6 

C 0.0143 6 0.0143 4 C 0.0000 3 0.0000 3 

D 0.0003 3 0.0016 3 0.0016 3 D 0.0000 3 0.0000 3 0.0000 2 

E 0.0289 7 0.0507 8 0.0464 5 E 0.0003 10 0.0005 10 0.0006 5 

F 0.5714 13 0.0146 5 0.0096 4 F 0.0000 7 0.0000 3 0.0000 2 

G 0.0000 1 0.0008 2 G 0.0000 3 0.0000 3 

H 0.4643 12 0.2521 13 H 0.0484 13 0.0554 12 

I 0.1144 9 0.0897 9 0.1159 6 I 0.0000 7 0.0000 7 0.0000 4 

J 0.6045 14 0.5923 14 J 0.3077 14 0.1418 13 

K 0.0069 4 0.0243 7 0.0004 1 K 0.0000 3 0.9283 14 0.9283 6 

L 0.2266 11 0.2351 12 L 0.0016 12 0.0012 11 

M 0.1042 8 0.1042 10 M 0.0000 9 0.0000 8 

N 0.1573 10 0.1778 11 N 0.0004 11 0.0002 9 

Table 9: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates on 

the POEBVA dataset. The values are false match rates at a false non-match rate of 0.02. 

DHS2 Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank 

A 0.0626 5 0.0904 4 0.0904 3 A 0.0000 2 0.0001 3 0.0000 2 

B 0.0519 4 0.0956 5 B 0.0001 5 0.0001 2 

C 0.1738 6 0.1738 6 C 0.0008 7 0.0008 5 

D 0.0093 1 0.0452 3 0.0452 2 D 0.0000 2 0.0000 1 0.0000 1 

E 0.7092 9 0.8191 11 0.8284 6 E 0.8963 12 0.9477 11 0.9516 5 

F 0.8293 12 0.1747 7 0.1435 4 F 0.0047 8 0.0009 6 0.0006 3 

G 0.0228 3 0.0059 1 G 0.0000 4 0.0118 7 

H 0.9599 14 0.9599 14 H 0.9777 14 0.9779 14 

I 0.2801 8 0.9136 12 0.2801 5 I 0.4431 10 0.9405 10 0.4431 4 

J 0.8141 11 0.8136 10 J 0.2728 9 0.2695 8 

K 0.0205 2 0.0276 2 0.0005 1 K 0.0000 2 0.9760 13 0.9760 6 

L 0.9206 13 0.9206 13 L 0.9494 13 0.9494 12 

M 0.7661 10 0.7661 9 M 0.8220 11 0.8220 9 

N 0.2416 7 0.2430 8 N 0.0006 6 0.0004 4 

Table 10: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates 

on the DHS2 dataset. The values are false match rates at a false non-match rate of 0.02. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 8 
Minutiae Exchange Interoperability Test March 21, 2006 

POE Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank 

A 0.0000 2 0.0015 1 0.0012 2 A 0.0000 4 0.0000 3 0.0000 2 

B 0.0112 5 0.0266 7 B 0.0000 8 0.0000 6 

C 0.0122 6 0.0122 5 C 0.0000 4 0.0000 3 

D 0.0003 3 0.0017 3 0.0017 3 D 0.0000 4 0.0000 3 0.0000 2 

E 0.0491 9 0.0877 8 0.0877 5 E 0.0002 11 0.0006 11 0.0006 5 

F 0.0486 8 0.0122 4 0.0071 4 F 0.0000 4 0.0000 3 0.0000 2 

G 0.0000 1 0.0016 2 G 0.0000 4 0.0000 3 

H 0.4052 13 0.3101 13 H 0.0306 13 0.0395 12 

I 0.1291 10 0.1219 10 0.1318 6 I 0.0000 9 0.0000 7 0.0000 4 

J 0.6189 14 0.6021 14 J 0.3066 14 0.1573 13 

K 0.0076 4 0.0204 6 0.0002 1 K 0.0000 4 0.9232 14 0.9232 6 

L 0.1639 12 0.1694 12 L 0.0004 12 0.0004 10 

M 0.1321 11 0.1321 11 M 0.0001 10 0.0001 9 

N 0.0409 7 0.0947 9 N 0.0000 4 0.0001 8 

Table 11: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates 

on the POE dataset. The values are false match rates at a false non-match rate of 0.02. 

DOS Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank 

A 0.0004 2 0.0469 5 0.0469 4 A 0.0000 2 0.0001 3 0.0000 2 

B 0.0429 6 0.0892 8 B 0.0002 9 0.0006 7 

C 0.0480 7 0.0480 6 C 0.0001 5 0.0001 4 

D 0.0024 3 0.0150 2 0.0150 2 D 0.0000 2 0.0000 1 0.0000 1 

E 0.0396 5 0.0809 7 0.0625 5 E 0.0002 6 0.0003 6 0.0002 4 

F 0.7314 14 0.0466 4 0.0342 3 F 0.0002 7 0.0002 5 0.0001 3 

G 0.0001 1 0.0047 1 G 0.0000 2 0.0000 1 

H 0.5447 12 0.5586 13 H 0.1284 13 0.1035 13 

I 0.1506 9 0.1377 9 0.1521 6 I 0.0002 8 0.0006 8 0.0003 5 

J 0.5641 13 0.5647 14 J 0.2021 14 0.1638 14 

K 0.0117 4 0.0217 3 0.0003 1 K 0.0000 2 0.0416 12 0.0005 6 

L 0.2164 10 0.2262 11 L 0.0109 12 0.0065 11 

M 0.2756 11 0.2756 12 M 0.0054 11 0.0054 10 

N 0.1174 8 0.2257 10 N 0.0006 10 0.0016 9 

Table 12: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates 

on the DOS dataset. The values are false match rates at a false non-match rate of 0.02. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 9 
Minutiae Exchange Interoperability Test March 21, 2006 

POEBVA Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FNMR Rank FNMR Rank FNMR Rank FNMR Rank FNMR Rank FNMR Rank 

A 0.0103 2 0.0187 1 0.0180 1 A 0.0007 2 0.0021 3 0.0015 1 

B 0.0365 5 0.0462 6 B 0.0044 4 0.0059 4 

C 0.0403 6 0.0403 4 C 0.0069 6 0.0069 5 

D 0.0149 3 0.0218 3 0.0218 2 D 0.0013 3 0.0021 2 0.0021 2 

E 0.0461 8 0.0600 9 0.0602 5 E 0.0089 8 0.0136 9 0.0143 5 

F 0.0420 7 0.0407 5 0.0348 3 F 0.0076 7 0.0069 6 0.0057 3 

G 0.0086 1 0.0190 2 G 0.0006 1 0.0018 1 

H 0.1618 13 0.1665 13 H 0.0737 13 0.0783 13 

I 0.0510 9 0.0575 8 0.0522 4 I 0.0093 9 0.0110 7 0.0094 4 

J 0.2372 14 0.2372 14 J 0.1114 14 0.1192 14 

K 0.0294 4 0.0689 10 0.0634 6 K 0.0068 5 0.0345 12 0.0305 6 

L 0.0844 12 0.0793 12 L 0.0224 12 0.0211 11 

M 0.0549 10 0.0550 7 M 0.0114 10 0.0114 8 

N 0.0837 11 0.0764 11 N 0.0159 11 0.0142 10 

Table 13: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates 

on the POEBVA dataset. The values are false non-match rates at a false match rate of 0.001. 

DHS2 Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FNMR Rank FNMR Rank FNMR Rank FNMR Rank FNMR Rank FNMR Rank 

A 0.0323 2 0.0471 2 0.0455 2 A 0.0092 2 0.0130 3 0.0109 2 

B 0.0657 5 0.0809 5 B 0.0099 3 0.0122 2 

C 0.0734 6 0.0734 4 C 0.0193 7 0.0193 6 

D 0.0300 1 0.0381 1 0.0381 1 D 0.0077 1 0.0093 1 0.0093 1 

E 0.1394 9 0.1846 9 0.1857 5 E 0.0680 9 0.0965 9 0.0941 5 

F 0.0885 7 0.0729 3 0.0648 3 F 0.0267 8 0.0192 5 0.0178 3 

G 0.0339 3 0.0815 6 G 0.0130 4 0.0402 8 

H 0.2673 11 0.2759 11 H 0.1579 11 0.1687 12 

I 0.2708 12 0.2806 12 0.2735 6 I 0.1808 13 0.1892 13 0.1829 6 

J 0.2892 13 0.2929 13 J 0.1774 12 0.1622 11 

K 0.0384 4 0.0909 7 0.0777 4 K 0.0141 5 0.0384 7 0.0356 4 

L 0.2348 10 0.2172 10 L 0.1564 10 0.1516 10 

M 0.4132 14 0.4132 14 M 0.3495 14 0.3494 14 

N 0.0977 8 0.0999 8 N 0.0181 6 0.0185 4 

Table 14: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates 

on the DHS2 dataset. The values are false non-match rates at a false match rate of 0.001. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 10 
Minutiae Exchange Interoperability Test March 21, 2006 

POE Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FNMR Rank FNMR Rank FNMR Rank FNMR Rank FNMR Rank FNMR Rank 

A 0.0120 2 0.0213 1 0.0207 1 A 0.0007 2 0.0033 3 0.0020 1 

B 0.0361 7 0.0450 6 B 0.0043 5 0.0056 6 

C 0.0351 6 0.0351 4 C 0.0055 6 0.0055 4 

D 0.0159 3 0.0222 2 0.0222 2 D 0.0012 3 0.0020 1 0.0020 2 

E 0.0498 10 0.0662 10 0.0630 5 E 0.0080 9 0.0138 10 0.0139 5 

F 0.0307 5 0.0353 5 0.0298 3 F 0.0035 4 0.0056 5 0.0046 3 

G 0.0091 1 0.0223 3 G 0.0005 1 0.0021 2 

H 0.1528 13 0.1951 13 H 0.0588 13 0.0822 13 

I 0.0495 9 0.0564 7 0.0507 4 I 0.0088 10 0.0103 8 0.0090 4 

J 0.2353 14 0.2353 14 J 0.1142 14 0.1227 14 

K 0.0272 4 0.0787 12 0.0746 6 K 0.0074 8 0.0399 12 0.0383 6 

L 0.0719 12 0.0708 11 L 0.0170 12 0.0167 11 

M 0.0589 11 0.0589 8 M 0.0121 11 0.0121 9 

N 0.0466 8 0.0603 9 N 0.0061 7 0.0094 7 

Table 15: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates 

on the POE dataset. The values are false non-match rates at a false match rate of 0.001. 

DOS Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FNMR Rank FNMR Rank FNMR Rank FNMR Rank FNMR Rank FNMR Rank 

A 0.0187 2 0.0332 3 0.0314 1 A 0.0038 2 0.0122 3 0.0082 2 

B 0.0578 9 0.0722 8 B 0.0144 6 0.0175 7 

C 0.0515 6 0.0515 5 C 0.0145 7 0.0145 6 

D 0.0238 3 0.0319 2 0.0319 2 D 0.0039 3 0.0066 2 0.0066 1 

E 0.0397 5 0.0490 4 0.0453 4 E 0.0102 5 0.0144 4 0.0135 4 

F 0.0569 7 0.0517 6 0.0434 3 F 0.0160 9 0.0144 4 0.0125 3 

G 0.0132 1 0.0297 1 G 0.0016 1 0.0064 1 

H 0.1684 13 0.2062 13 H 0.0784 13 0.0941 13 

I 0.0570 8 0.0649 7 0.0585 5 I 0.0156 8 0.0182 8 0.0159 5 

J 0.2183 14 0.2189 14 J 0.1211 14 0.1085 14 

K 0.0307 4 0.0740 9 0.0709 6 K 0.0092 4 0.0318 12 0.0287 6 

L 0.0892 12 0.0814 12 L 0.0306 12 0.0285 11 

M 0.0795 11 0.0795 10 M 0.0272 11 0.0273 10 

N 0.0746 10 0.0811 11 N 0.0188 10 0.0230 9 

Table 16: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates 

on the DOS dataset. The values are false non-match rates at a false match rate of 0.001. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 11 
Minutiae Exchange Interoperability Test March 21, 2006 

POEBVA Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank 

A 0.0095 2 0.0158 2 0.0155 1 A 0.0006 2 0.0013 1 0.0013 1 

B 0.0273 5 0.0353 6 B 0.0028 4 0.0043 4 

C 0.0311 6 0.0311 4 C 0.0048 5 0.0048 6 

D 0.0117 3 0.0175 3 0.0175 2 D 0.0010 3 0.0016 3 0.0016 2 

E 0.0337 7 0.0413 7 0.0408 4 E 0.0051 6 0.0076 7 0.0074 5 

F 0.0349 8 0.0313 5 0.0271 3 F 0.0064 8 0.0047 5 0.0041 3 

G 0.0065 1 0.0147 1 G 0.0003 1 0.0014 2 

H 0.1295 13 0.1632 13 H 0.0544 13 0.0653 13 

I 0.0415 9 0.0456 9 0.0422 5 I 0.0069 9 0.0080 8 0.0070 4 

J 0.1930 14 0.1930 14 J 0.0904 14 0.0913 14 

K 0.0233 4 0.0577 10 0.0634 6 K 0.0058 7 0.0302 12 0.0305 6 

L 0.0703 12 0.0655 12 L 0.0170 12 0.0160 11 

M 0.0449 10 0.0449 8 M 0.0087 10 0.0086 9 

N 0.0661 11 0.0642 11 N 0.0123 11 0.0116 10 

Table 17: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates 

on the POEBVA dataset. The values are false non-match rates at a false match rate of 0.003. 

DHS2 Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank 

A 0.0301 3 0.0408 2 0.0404 2 A 0.0073 3 0.0081 1 0.0084 2 

B 0.0508 5 0.0621 5 B 0.0072 2 0.0084 3 

C 0.0592 6 0.0592 4 C 0.0150 7 0.0150 5 

D 0.0248 1 0.0322 1 0.0322 1 D 0.0066 1 0.0082 2 0.0082 1 

E 0.1075 9 0.1214 9 0.1236 5 E 0.0485 9 0.0558 9 0.0584 5 

F 0.0692 7 0.0592 3 0.0527 3 F 0.0216 8 0.0151 6 0.0138 3 

G 0.0296 2 0.0723 6 G 0.0116 4 0.0371 8 

H 0.2255 11 0.2363 11 H 0.1294 10 0.1363 11 

I 0.2585 13 0.2645 13 0.2598 6 I 0.1738 13 0.1790 13 0.1746 6 

J 0.2428 12 0.2458 12 J 0.1562 12 0.1294 10 

K 0.0325 4 0.0755 7 0.0777 4 K 0.0130 5 0.0332 7 0.0356 4 

L 0.2175 10 0.2001 10 L 0.1482 11 0.1439 12 

M 0.3928 14 0.3929 14 M 0.3401 14 0.3401 14 

N 0.0784 8 0.0803 8 N 0.0140 6 0.0134 4 

Table 18: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates 

on the DHS2 dataset. The values are false non-match rates at a false match rate of 0.003. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 12 
Minutiae Exchange Interoperability Test March 21, 2006 

POE Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank 

A 0.0111 2 0.0182 3 0.0177 1 A 0.0006 2 0.0017 3 0.0014 1 

B 0.0283 7 0.0353 6 B 0.0033 5 0.0042 4 

C 0.0278 6 0.0278 5 C 0.0042 6 0.0042 5 

D 0.0129 3 0.0180 2 0.0180 2 D 0.0010 3 0.0016 2 0.0016 2 

E 0.0369 8 0.0475 8 0.0449 5 E 0.0048 8 0.0073 8 0.0075 5 

F 0.0254 5 0.0278 4 0.0239 3 F 0.0026 4 0.0043 6 0.0037 3 

G 0.0070 1 0.0172 1 G 0.0004 1 0.0014 1 

H 0.1224 13 0.1547 13 H 0.0437 13 0.0558 13 

I 0.0419 10 0.0449 7 0.0424 4 I 0.0067 10 0.0078 9 0.0067 4 

J 0.1952 14 0.1952 14 J 0.0952 14 0.0933 14 

K 0.0242 4 0.0663 12 0.0746 6 K 0.0063 9 0.0379 12 0.0383 6 

L 0.0595 12 0.0588 11 L 0.0133 12 0.0130 11 

M 0.0475 11 0.0476 9 M 0.0092 11 0.0091 10 

N 0.0388 9 0.0483 10 N 0.0044 7 0.0072 7 

Table 19: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates 

on the POE dataset. The values are false non-match rates at a false match rate of 0.003. 

DOS Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank FMR Rank 

A 0.0173 2 0.0284 3 0.0272 2 A 0.0031 2 0.0073 3 0.0064 2 

B 0.0458 7 0.0568 8 B 0.0105 6 0.0131 7 

C 0.0411 6 0.0411 6 C 0.0114 7 0.0114 6 

D 0.0192 3 0.0268 2 0.0268 1 D 0.0031 3 0.0052 2 0.0052 1 

E 0.0328 5 0.0402 4 0.0374 4 E 0.0080 5 0.0108 4 0.0096 3 

F 0.0509 9 0.0408 5 0.0352 3 F 0.0140 9 0.0114 5 0.0100 4 

G 0.0099 1 0.0229 1 G 0.0011 1 0.0042 1 

H 0.1364 13 0.1670 13 H 0.0629 13 0.0702 13 

I 0.0466 8 0.0523 7 0.0475 5 I 0.0128 8 0.0147 8 0.0133 5 

J 0.1794 14 0.1809 14 J 0.1027 14 0.0857 14 

K 0.0270 4 0.0631 9 0.0709 6 K 0.0071 4 0.0280 12 0.0287 6 

L 0.0774 12 0.0704 12 L 0.0255 12 0.0232 11 

M 0.0669 11 0.0669 10 M 0.0224 11 0.0224 10 

N 0.0600 10 0.0681 11 N 0.0146 10 0.0177 9 

Table 20: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates 

on the DOS dataset. The values are false non-match rates at a false match rate of 0.003. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 13 
Minutiae Exchange Interoperability Test March 21, 2006 

POEBVA Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FNMR Rank FNMR Rank FNMR Rank FNMR Rank FNMR Rank FNMR Rank 

A 0.0089 2 0.0136 2 0.0135 1 A 0.0006 2 0.0011 2 0.0010 1 

B 0.0189 5 0.0251 6 B 0.0018 4 0.0024 4 

C 0.0225 6 0.0225 5 C 0.0032 6 0.0032 6 

D 0.0089 3 0.0140 3 0.0140 2 D 0.0007 3 0.0013 3 0.0013 2 

E 0.0251 7 0.0301 7 0.0296 4 E 0.0030 5 0.0045 7 0.0043 4 

F 0.0337 9 0.0224 4 0.0199 3 F 0.0061 10 0.0031 5 0.0028 3 

G 0.0047 1 0.0129 1 G 0.0002 1 0.0007 1 

H 0.1004 13 0.1027 13 H 0.0367 13 0.0422 13 

I 0.0329 8 0.0348 8 0.0336 5 I 0.0051 7 0.0056 8 0.0054 5 

J 0.1503 14 0.1505 14 J 0.0704 14 0.0640 14 

K 0.0186 4 0.0461 10 0.0634 6 K 0.0054 8 0.0275 12 0.0305 6 

L 0.0575 12 0.0524 12 L 0.0126 12 0.0113 11 

M 0.0358 10 0.0359 9 M 0.0060 9 0.0061 9 

N 0.0481 11 0.0486 11 N 0.0082 11 0.0081 10 

Table 21: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates 

on the POEBVA dataset. The values are false non-match rates at a false match rate of 0.01. 

DHS2 Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FNMR Rank FNMR Rank FNMR Rank FNMR Rank FNMR Rank FNMR Rank 

A 0.0280 4 0.0359 2 0.0358 2 A 0.0057 3 0.0062 2 0.0069 2 

B 0.0358 5 0.0442 3 B 0.0044 1 0.0055 1 

C 0.0456 6 0.0456 4 C 0.0114 7 0.0114 5 

D 0.0197 1 0.0263 1 0.0263 1 D 0.0051 2 0.0068 3 0.0068 1 

E 0.0884 9 0.0949 9 0.0954 5 E 0.0404 9 0.0411 9 0.0436 5 

F 0.0547 7 0.0458 5 0.0410 3 F 0.0178 8 0.0114 6 0.0103 3 

G 0.0241 2 0.0677 8 G 0.0095 4 0.0336 8 

H 0.1793 10 0.1863 11 H 0.1043 10 0.1153 11 

I 0.2477 13 0.2482 13 0.2486 6 I 0.1672 13 0.1693 13 0.1678 6 

J 0.1926 11 0.1967 12 J 0.1277 11 0.0950 10 

K 0.0266 3 0.0587 6 0.0777 4 K 0.0114 6 0.0295 7 0.0356 4 

L 0.2022 12 0.1839 10 L 0.1403 12 0.1363 12 

M 0.3724 14 0.3724 14 M 0.3294 14 0.3294 14 

N 0.0602 8 0.0614 7 N 0.0105 5 0.0089 4 

Table 22: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates 

on the DHS2 dataset. The values are false non-match rates at a false match rate of 0.01. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 14 
Minutiae Exchange Interoperability Test March 21, 2006 

POE Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FNMR Rank FNMR Rank FNMR Rank FNMR Rank FNMR Rank FNMR Rank 

A 0.0104 3 0.0159 3 0.0156 2 A 0.0005 2 0.0011 2 0.0011 1 

B 0.0205 5 0.0262 6 B 0.0020 4 0.0029 4 

C 0.0212 7 0.0212 5 C 0.0032 7 0.0032 5 

D 0.0102 2 0.0142 1 0.0142 1 D 0.0009 3 0.0012 3 0.0012 2 

E 0.0288 9 0.0352 7 0.0339 4 E 0.0031 6 0.0048 7 0.0046 4 

F 0.0209 6 0.0212 4 0.0186 3 F 0.0021 5 0.0032 6 0.0027 3 

G 0.0052 1 0.0149 2 G 0.0004 1 0.0007 1 

H 0.0908 13 0.1200 13 H 0.0299 13 0.0359 13 

I 0.0342 10 0.0353 8 0.0348 5 I 0.0050 9 0.0055 9 0.0051 5 

J 0.1530 14 0.1532 14 J 0.0746 14 0.0671 14 

K 0.0191 4 0.0542 12 0.0746 6 K 0.0057 10 0.0351 12 0.0383 6 

L 0.0479 12 0.0475 11 L 0.0098 12 0.0099 11 

M 0.0379 11 0.0378 10 M 0.0063 11 0.0063 10 

N 0.0286 8 0.0373 9 N 0.0032 8 0.0054 8 

Table 23: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates 

on the POE dataset. The values are false non-match rates at a false match rate of 0.01. 

DOS Single fnger Two fngers 

Proprietary MIN:A MIN:B Proprietary MIN:A MIN:B 

FNMR Rank FNMR Rank FNMR Rank FNMR Rank FNMR Rank FNMR Rank 

A 0.0163 3 0.0246 3 0.0238 2 A 0.0026 3 0.0050 3 0.0047 2 

B 0.0328 7 0.0417 8 B 0.0070 6 0.0089 7 

C 0.0308 6 0.0308 4 C 0.0085 7 0.0085 6 

D 0.0147 2 0.0218 2 0.0218 1 D 0.0021 2 0.0040 2 0.0040 1 

E 0.0269 5 0.0319 6 0.0299 4 E 0.0061 5 0.0084 4 0.0075 3 

F 0.0501 10 0.0309 5 0.0268 3 F 0.0136 10 0.0084 5 0.0077 4 

G 0.0068 1 0.0208 1 G 0.0005 1 0.0027 1 

H 0.1077 13 0.1334 13 H 0.0455 13 0.0502 13 

I 0.0370 8 0.0406 7 0.0377 5 I 0.0098 8 0.0111 8 0.0102 5 

J 0.1428 14 0.1442 14 J 0.0840 14 0.0622 14 

K 0.0210 4 0.0507 9 0.0709 6 K 0.0059 4 0.0241 12 0.0287 6 

L 0.0654 12 0.0580 12 L 0.0203 12 0.0187 11 

M 0.0542 11 0.0542 11 M 0.0169 11 0.0169 10 

N 0.0478 9 0.0524 10 N 0.0112 9 0.0130 9 

Table 24: Summary of native performance for suppliers’ implementations using proprietary, MIN:A and MIN:B templates 

on the DOS dataset. The values are false non-match rates at a false match rate of 0.01. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 15 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryPOEBVA MIN:BDHS2 MIN:ADHS2 ProprietaryDHS2 MIN:BPOE MIN:APOE ProprietaryPOE MIN:BDOS MIN:ADOS ProprietaryDOS MIN:B

Table 25: Native, single-fnger, DETs for vendor A on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 16 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryPOEBVA MIN:BDHS2 MIN:ADHS2 ProprietaryDHS2 MIN:BPOE MIN:APOE ProprietaryPOE MIN:BDOS MIN:ADOS ProprietaryDOS MIN:B

Table 26: Native, two-fnger, DETs for vendor A on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 17 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.04 0.06 0.08

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.04 0.06 0.08

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.04 0.06 0.08

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.04 0.06 0.08

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.04 0.06 0.08

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.04 0.06 0.08

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryDHS2 MIN:ADHS2 ProprietaryPOE MIN:APOE ProprietaryDOS MIN:ADOS Proprietary

Table 27: Native, single-fnger, DETs for vendor B on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 18 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryDHS2 MIN:ADHS2 ProprietaryPOE MIN:APOE ProprietaryDOS MIN:ADOS Proprietary

Table 28: Native, two-fnger, DETs for vendor B on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 19 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.07 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.07 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.07 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.07 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.07 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.07 0.01

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryDHS2 MIN:ADHS2 ProprietaryPOE MIN:APOE ProprietaryDOS MIN:ADOS Proprietary

Table 29: Native, single-fnger, DETs for vendor C on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 20 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryDHS2 MIN:ADHS2 ProprietaryPOE MIN:APOE ProprietaryDOS MIN:ADOS Proprietary

Table 30: Native, two-fnger, DETs for vendor C on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 21 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryPOEBVA MIN:BDHS2 MIN:ADHS2 ProprietaryDHS2 MIN:BPOE MIN:APOE ProprietaryPOE MIN:BDOS MIN:ADOS ProprietaryDOS MIN:B

Table 31: Native, single-fnger, DETs for vendor D on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 22 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryPOEBVA MIN:BDHS2 MIN:ADHS2 ProprietaryDHS2 MIN:BPOE MIN:APOE ProprietaryPOE MIN:BDOS MIN:ADOS ProprietaryDOS MIN:B

Table 32: Native, two-fnger, DETs for vendor D on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 23 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.12 0.14 0.16 0.18 0.06

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.12 0.14 0.16 0.18 0.06

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.12 0.14 0.16 0.18 0.06

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.12 0.14 0.16 0.18 0.06

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.12 0.14 0.16 0.18 0.06

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.12 0.14 0.16 0.18 0.06

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.12 0.14 0.16 0.18 0.06

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.12 0.14 0.16 0.18 0.06

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.12 0.14 0.16 0.18 0.06

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryPOEBVA MIN:BDHS2 MIN:ADHS2 ProprietaryDHS2 MIN:BPOE MIN:APOE ProprietaryPOE MIN:BDOS MIN:ADOS ProprietaryDOS MIN:B

Table 33: Native, single-fnger, DETs for vendor E on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 24 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.06 0.04

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.06 0.04

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.06 0.04

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.06 0.04

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.06 0.04

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.06 0.04

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.06 0.04

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.06 0.04

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.06 0.04

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryPOEBVA MIN:BDHS2 MIN:ADHS2 ProprietaryDHS2 MIN:BPOE MIN:APOE ProprietaryPOE MIN:BDOS MIN:ADOS ProprietaryDOS MIN:B

Table 34: Native, two-fnger, DETs for vendor E on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 25 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.07 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.04 0.06 0.08 0.02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.04 0.06 0.08 0.02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.04 0.06 0.08 0.02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.04 0.06 0.08 0.02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.04 0.06 0.08 0.02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.04 0.06 0.08 0.02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.04 0.06 0.08 0.02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.04 0.06 0.08 0.02

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryPOEBVA MIN:BDHS2 MIN:ADHS2 ProprietaryDHS2 MIN:BPOE MIN:APOE ProprietaryPOE MIN:BDOS MIN:ADOS ProprietaryDOS MIN:B

Table 35: Native, single-fnger, DETs for vendor F on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 26 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryPOEBVA MIN:BDHS2 MIN:ADHS2 ProprietaryDHS2 MIN:BPOE MIN:APOE ProprietaryPOE MIN:BDOS MIN:ADOS ProprietaryDOS MIN:B

Table 36: Native, two-fnger, DETs for vendor F on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 27 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.04 0.05 0.03 0.02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.04 0.05 0.03 0.02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.068 0.070 0.072 0.074 0.076 0.078 0.080

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.068 0.070 0.072 0.074 0.076 0.078 0.080

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.068 0.070 0.072 0.074 0.076 0.078 0.080

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.068 0.070 0.072 0.074 0.076 0.078 0.080

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.068 0.070 0.072 0.074 0.076 0.078 0.080

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.068 0.070 0.072 0.074 0.076 0.078 0.080

FMR

FNMR

Table 37: Native, single-fnger, DETs for vendor G on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 28 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.050 0.005 0.010 0.020 0.001 0.002

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.050 0.005 0.010 0.020 0.001 0.002

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.050 0.045 0.040 0.035

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.050 0.045 0.040 0.035

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.050 0.045 0.040 0.035

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.050 0.045 0.040 0.035

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.050 0.045 0.040 0.035

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.050 0.045 0.040 0.035

FMR

FNMR

POE ProprietaryDOS MIN:ADOS Proprietary

Table 38: Native, two-fnger, DETs for vendor G on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 29 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.050 0.100 0.005 0.010 0.020

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.050 0.100 0.005 0.010 0.020

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.15 0.20 0.25 0.10 0.05

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.15 0.20 0.25 0.10 0.05

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.15 0.20 0.25 0.10 0.05

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.15 0.20 0.25 0.10 0.05

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.15 0.20 0.25 0.10 0.05

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.15 0.20 0.25 0.10 0.05

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryDHS2 MIN:ADHS2 ProprietaryPOE MIN:APOE ProprietaryDOS MIN:ADOS Proprietary

Table 39: Native, single-fnger, DETs for vendor H on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 30 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.04 0.06

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.04 0.06

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.15 0.05

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.15 0.05

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.15 0.05

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.15 0.05

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.15 0.05

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.15 0.05

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryDHS2 MIN:ADHS2 ProprietaryPOE MIN:APOE ProprietaryDOS MIN:ADOS Proprietary

Table 40: Native, two-fnger, DETs for vendor H on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 31 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.06 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.06 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.20 0.25 0.15 0.10

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.28 0.26 0.24 0.22 0.20

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.28 0.26 0.24 0.22 0.20

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.28 0.26 0.24 0.22 0.20

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.28 0.26 0.24 0.22 0.20

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.28 0.26 0.24 0.22 0.20

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.28 0.26 0.24 0.22 0.20

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.28 0.26 0.24 0.22 0.20

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.28 0.26 0.24 0.22 0.20

FMR

FNMR

POE ProprietaryPOE MIN:BDOS MIN:ADOS ProprietaryDOS MIN:B

Table 41: Native, single-fnger, DETs for vendor I on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 32 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.10 0.12 0.14 0.16 0.18 0.06

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.15 0.16 0.17 0.18 0.19 0.14

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.15 0.16 0.17 0.18 0.19 0.14

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.15 0.16 0.17 0.18 0.19 0.14

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.15 0.16 0.17 0.18 0.19 0.14

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.15 0.16 0.17 0.18 0.19 0.14

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.15 0.16 0.17 0.18 0.19 0.14

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.15 0.16 0.17 0.18 0.19 0.14

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.15 0.16 0.17 0.18 0.19 0.14

FMR

FNMR

POE ProprietaryPOE MIN:BDOS MIN:ADOS ProprietaryDOS MIN:B

Table 42: Native, two-fnger, DETs for vendor I on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 33 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.002 0.005 0.010 0.020 0.050 0.100 0.200

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.002 0.005 0.010 0.020 0.050 0.100 0.200

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.20 0.10 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.20 0.10 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.20 0.10 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.20 0.10 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.20 0.10 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.20 0.10 0.05 0.02 0.01

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryDHS2 MIN:ADHS2 ProprietaryPOE MIN:APOE ProprietaryDOS MIN:ADOS Proprietary

Table 43: Native, single-fnger, DETs for vendor J on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 34 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02 1e−01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02 1e−01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.001 0.002 0.005 0.010 0.020 0.050 0.100

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.001 0.002 0.005 0.010 0.020 0.050 0.100 0.200

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.001 0.002 0.005 0.010 0.020 0.050 0.100 0.200

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.001 0.002 0.005 0.010 0.020 0.050 0.100 0.200

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.001 0.002 0.005 0.010 0.020 0.050 0.100 0.200

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.001 0.002 0.005 0.010 0.020 0.050 0.100 0.200

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryDHS2 MIN:ADHS2 ProprietaryPOE MIN:APOE ProprietaryDOS MIN:ADOS Proprietary

Table 44: Native, two-fnger, DETs for vendor J on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 35 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.06 0.07 0.02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.06 0.07 0.02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.06 0.07 0.02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.09 0.07 0.06 0.05

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.08 0.09 0.07 0.06 0.05

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.078 0.080 0.082 0.084 0.086 0.088 0.090

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.078 0.080 0.082 0.084 0.086 0.088 0.090

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.078 0.080 0.082 0.084 0.086 0.088 0.090

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.078 0.080 0.082 0.084 0.086 0.088 0.090

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.078 0.080 0.082 0.084 0.086 0.088 0.090

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.078 0.080 0.082 0.084 0.086 0.088 0.090

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.078 0.080 0.082 0.084 0.086 0.088 0.090

FMR

FNMR

Table 45: Native, single-fnger, DETs for vendor K on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 36 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryPOEBVA MIN:BDHS2 MIN:ADHS2 ProprietaryDHS2 MIN:BPOE MIN:APOE ProprietaryPOE MIN:BDOS MIN:ADOS ProprietaryDOS MIN:B

Table 46: Native, two-fnger, DETs for vendor K on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 37 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.04 0.05 0.06 0.07 0.08 0.03

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.04 0.05 0.06 0.07 0.08 0.03

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.08

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.20 0.15 0.10

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.20 0.15 0.10

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.20 0.15 0.10

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.20 0.15 0.10

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.20 0.15 0.10

FMR

FNMR

POEBVA ProprietaryDHS2 MIN:ADHS2 ProprietaryPOE MIN:APOE ProprietaryDOS MIN:ADOS Proprietary

Table 47: Native, single-fnger, DETs for vendor L on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 38 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.02 0.03 0.04 0.05 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.12 0.14 0.08 0.06

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.12 0.14 0.16 0.08 0.06

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.12 0.14 0.16 0.08 0.06

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.12 0.14 0.16 0.08 0.06

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.12 0.14 0.16 0.08 0.06

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.12 0.14 0.16 0.08 0.06

FMR

FNMR

POEBVA ProprietaryDHS2 MIN:ADHS2 ProprietaryPOE MIN:APOE ProprietaryDOS MIN:ADOS Proprietary

Table 48: Native, two-fnger, DETs for vendor L on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 39 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.03 0.04 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.40 0.35 0.30 0.25

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.40 0.35 0.30 0.25

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.40 0.35 0.30 0.25

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.40 0.35 0.30 0.25

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.40 0.35 0.30 0.25

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.40 0.35 0.30 0.25

FMR

FNMR

DHS2 ProprietaryPOE MIN:APOE ProprietaryDOS MIN:ADOS Proprietary

Table 49: Native, single-fnger, DETs for vendor M on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 40 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.35 0.30 0.25 0.20

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.35 0.30 0.25 0.20

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.35 0.30 0.25 0.20

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.35 0.30 0.25 0.20

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.35 0.30 0.25 0.20

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.35 0.30 0.25 0.20

FMR

FNMR

DHS2 MIN:ADHS2 ProprietaryPOE MIN:APOE ProprietaryDOS MIN:ADOS Proprietary

Table 50: Native, two-fnger, DETs for vendor M on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 41 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.04 0.06 0.08 0.02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.04 0.06 0.08 0.02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.05 0.02 0.01

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

0.10 0.05 0.02 0.01

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryDHS2 MIN:ADHS2 ProprietaryPOE MIN:APOE ProprietaryDOS MIN:ADOS Proprietary

Table 51: Native, single-fnger, DETs for vendor N on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 42 
Minutiae Exchange Interoperability Test March 21, 2006 0.001 0.005 0.010 0.050 0.100 0.500 1.000

1e−04 2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

2e−04 5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

0.001 0.005 0.010 0.050 0.100 0.500 1.000

5e−04 1e−03 2e−03 5e−03 1e−02 2e−02 5e−02

FMR

FNMR

POEBVA MIN:APOEBVA ProprietaryDHS2 MIN:ADHS2 ProprietaryPOE MIN:APOE ProprietaryDOS MIN:ADOS Proprietary

Table 52: Native, two-fnger, DETs for vendor N on all four MINEX datasets. 

A = Cogent B = Dermalog C = Bioscrypt D = Sagem Morpho E = Neurotechnologija F = Innovatrics G = NEC 

H = Technoimagia I = Identix J = Biologica K = SPEX Forensics L = Secugen M = NITGen N = Cross Match 43