TY - GEN
T1 - Classifier combination types for biometric applications
AU - Tulyakov, Sergey
AU - Govindaraju, Venu
PY - 2006
Y1 - 2006
N2 - In this paper we present four types of classifier combinations determined by the numbers of trained combining functions and their input parameters. We discuss the usage of these combination types in biometric applications and give an example of suboptimal combination as a result of choosing non-appropriate combination type. Finally, we present results of combinations in biometric identification systems utilizing similar methods, but related to different combination types.
AB - In this paper we present four types of classifier combinations determined by the numbers of trained combining functions and their input parameters. We discuss the usage of these combination types in biometric applications and give an example of suboptimal combination as a result of choosing non-appropriate combination type. Finally, we present results of combinations in biometric identification systems utilizing similar methods, but related to different combination types.
UR - https://www.scopus.com/pages/publications/33845530900
U2 - 10.1109/CVPRW.2006.54
DO - 10.1109/CVPRW.2006.54
M3 - Conference contribution
AN - SCOPUS:33845530900
SN - 0769526462
SN - 9780769526461
T3 - Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
BT - 2006 Conference on Computer Vision and Pattern Recognition Workshop
T2 - 2006 Conference on Computer Vision and Pattern Recognition Workshops
Y2 - 17 June 2006 through 22 June 2006
ER -