TY - GEN
T1 - Identification model for classifier combinations
AU - Tulyakov, Sergey
AU - Govindaraju, Venu
PY - 2006
Y1 - 2006
N2 - This paper considers combinations of biometric matchers in identification system. We assume that the test template is matched not only against the enrolled template of claimed person identity, but also against few enrolled templates of other persons, and all matching scores are available to the combination algorithm. We present a combination method utilizing the dependencies between these scores and showing better performance than comparable traditional combination method using only matching scores related to the claimed identity.
AB - This paper considers combinations of biometric matchers in identification system. We assume that the test template is matched not only against the enrolled template of claimed person identity, but also against few enrolled templates of other persons, and all matching scores are available to the combination algorithm. We present a combination method utilizing the dependencies between these scores and showing better performance than comparable traditional combination method using only matching scores related to the claimed identity.
UR - https://www.scopus.com/pages/publications/50249083956
U2 - 10.1109/BCC.2006.4341634
DO - 10.1109/BCC.2006.4341634
M3 - Conference contribution
AN - SCOPUS:50249083956
SN - 1424404878
SN - 9781424404872
T3 - Biometrics Symposium, BCC 2006
BT - Biometrics Symposium, BCC 2006
T2 - 2006 Biometrics Symposium: Special Session on Research at the Biometric Consortium Conference, BCC
Y2 - 19 September 2006 through 21 September 2006
ER -