AS ISO/IEC 19795.1-2007

1 - AS ISO/IEC 19795.1-2007 Information technology - Biometric performance testing and reporting Part 1: Principles and framework
4 - PREFACE
5 - CONTENTS
7 - INTRODUCTION
9 - 1 Scope
9 - 2 Conformance
9 - 3 Normative references
10 - 4 Terms and definitions
10 - 4.1 Biometric data
11 - 4.2 User interaction with a biometric system
11 - 4.3 Personnel involved in the evaluation
12 - 4.4 Types of evaluation
13 - 4.5 Biometric applications
13 - 4.6 Performance measures
15 - 4.7 Data presentation curves
15 - 4.8 Statistical terms
16 - 5 General biometric system
16 - 5.1 Conceptual diagram of general biometric system
16 - 5.2 Conceptual components of a general biometric system
18 - 5.3 Functions of general biometric system
20 - 5.4 Enrolment, verification & identification transactions
20 - 5.5 Performance measure
22 - 6 Planning the evaluation
22 - 6.1 General
22 - 6.2 Use of other parts of ISO/IEC 19795
22 - 6.3 Determine information about the system
23 - 6.4 Controlling factors that influence performance
24 - 6.5 Test subject selection
25 - 6.6 Test size
26 - 6.7 Multiple tests
27 - 7 Data collection
27 - 7.1 Avoidance of data collection errors
28 - 7.2 Data and details collected
28 - 7.3 Enrolments
29 - 7.4 Genuine transactions
30 - 7.5 Identification transactions of users enrolled in the system
31 - 7.6 Impostor transactions
33 - 7.7 Identification transactions of users not enrolled in the system
34 - 8 Analyses
34 - 8.1 General
34 - 8.2 Fundamental performance metrics
36 - 8.3 Verification system performance metrics
38 - 8.4 (Open-set) Identification system performance metrics
39 - 8.5 Closed-set identification
39 - 8.6 Detection error trade-off / Receiver operating characteristic curves
40 - 8.7 Uncertainty of estimates
40 - 9 Record keeping
41 - 10 Reporting performance results
41 - 10.1 Fundamental metrics
41 - 10.2 Verification system metrics
41 - 10.3 Identification system metrics
42 - 10.4 Closed-set identification system metrics
42 - 10.5 Reporting test details
43 - 10.6 Graphical presentation of results
46 - Annex A (informative) Differences between evaluation types
47 - Annex B (informative) Test size and uncertainty
54 - Annex C (informative) Factors influencing performance
60 - Annex D (informative) Pre-selection
61 - Annex E (informative) Identification performance as a function of database size
62 - Annex F (informative) Algorithms for generating ROC, DET and CMC curves
63 - Bibliography

Adopts ISO/IEC 19751-1:2006 identically, to specify the general principles applicable to the testing of biometric systems.

First published as AS ISO/IEC 19795.1-2007.