Title :
Analyzing the impact of non-biometric information on multiclassifier processing for signature recognition applications
Author :
Abreu, Máirjory ; Fairhurst, Michael
Author_Institution :
Dept. of Electron., Univ. of Kent, Canterbury
Abstract :
This paper describes an empirical study of ways in which the integration of biometric and non-biometric information can be exploited in signature recognition applications. The analysis investigates the impact of such an approach both on the performance enhancement achievable and the improvements attainable in relation to the flexibility with which such a system can be deployed. We present wide-ranging experimental results and an assessment of the practical implications of our approach.
Keywords :
biometrics (access control); handwriting recognition; image classification; biometric information; multiclassifier processing; nonbiometric information; signature recognition; Biometrics; Collaborative work; Data mining; Feature extraction; Graphics; Gravity; Image databases; Information analysis; Performance analysis; Spatial databases;
Conference_Titel :
Biometrics: Theory, Applications and Systems, 2008. BTAS 2008. 2nd IEEE International Conference on
Conference_Location :
Arlington, VA
Print_ISBN :
978-1-4244-2729-1
Electronic_ISBN :
978-1-4244-2730-7
DOI :
10.1109/BTAS.2008.4699355
