The Resource Hypothesis test of fingerprint-image matching algorithms in operational ROC analysis, Jin Chu Wu, Alvin F. Martin, Raghu N. Kacker

Hypothesis test of fingerprint-image matching algorithms in operational ROC analysis, Jin Chu Wu, Alvin F. Martin, Raghu N. Kacker

Label
Hypothesis test of fingerprint-image matching algorithms in operational ROC analysis
Title
Hypothesis test of fingerprint-image matching algorithms in operational ROC analysis
Statement of responsibility
Jin Chu Wu, Alvin F. Martin, Raghu N. Kacker
Title variation
Hypothesis test of fingerprint-image matching algorithms in operational Receiver Operating Characteristic analysis
Creator
Contributor
Subject
Language
eng
Summary
To evaluate the performance of fingerprint-image matching algorithms on large datasets, a receiver operating characteristic (ROC) curve is applied. From the operational perspective, the true accept rate (TAR) of the genuine scores at a specified false accept rate (FAR) of the impostor scores is usually employed. And the equal error rate (EER) can also be used. The accuracies of the measurement TAR and EER in terms of standard errors and 95 % confidence intervals can be computed using the nonparametric two-sample bootstrap based on our studies of bootstrap variability on large fingerprint datasets. In this article, the hypothesis testing is performed to determine whether the difference between the performance of one algorithm and a hypothesized value, or the difference between the performances of two algorithms where the correlation is taken into account is statistically significant. In the case that the alternative hypothesis is accepted, the sign of the difference is employed to determine which is better than the other. Examples are provided
Member of
Cataloging source
NBS
http://library.link/vocab/creatorName
Wu, Jin Chu
Government publication
federal national government publication
Illustrations
illustrations
Index
no index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Kacker, Raghu
  • Martin, Alvin F
  • Information Technology Laboratory (National Institute of Standards and Technology)
  • Information Technology Laboratory (National Institute of Standards and Technology)
Series statement
NISTIR
Series volume
7586
http://library.link/vocab/subjectName
  • Biometric identification
  • Fingerprints
  • Image processing
  • Biometric identification
  • Fingerprints
  • Image processing
Label
Hypothesis test of fingerprint-image matching algorithms in operational ROC analysis, Jin Chu Wu, Alvin F. Martin, Raghu N. Kacker
Link
https://purl.fdlp.gov/GPO/gpo96879
Instantiates
Publication
Note
  • "June 2009."
  • Contributed record: Metadata reviewed, not verified. Some fields updated by batch processes
  • Title from page [1], viewed December 8, 2009
Bibliography note
Includes bibliographical references (pages 22-23)
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Dimensions
unknown
Extent
1 online resource (ii, 23 pages)
Form of item
online
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
GOVPUB-C13-367ee6d5c84e406b4b32ec916edf1a81
Other physical details
illustrations.
Specific material designation
remote
System control number
  • (GPO)20395653
  • (OCoLC)ocn475568095
Label
Hypothesis test of fingerprint-image matching algorithms in operational ROC analysis, Jin Chu Wu, Alvin F. Martin, Raghu N. Kacker
Link
https://purl.fdlp.gov/GPO/gpo96879
Publication
Note
  • "June 2009."
  • Contributed record: Metadata reviewed, not verified. Some fields updated by batch processes
  • Title from page [1], viewed December 8, 2009
Bibliography note
Includes bibliographical references (pages 22-23)
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Dimensions
unknown
Extent
1 online resource (ii, 23 pages)
Form of item
online
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
GOVPUB-C13-367ee6d5c84e406b4b32ec916edf1a81
Other physical details
illustrations.
Specific material designation
remote
System control number
  • (GPO)20395653
  • (OCoLC)ocn475568095

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