IEEE Transactions on Pattern Analysis and Machine Intelligence
Handbook of Fingerprint Recognition
Handbook of Fingerprint Recognition
Information fusion in biometrics
Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
Robust Real-Time Face Detection
International Journal of Computer Vision
A Biometric Identification System Based on Eigenpalm and Eigenfinger Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
Handbook of Multibiometrics (International Series on Biometrics)
Handbook of Multibiometrics (International Series on Biometrics)
COMBINING FINGERPRINT, PALMPRINT AND HAND-SHAPE FOR USER AUTHENTICATION
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 04
Palmprint Authentication (International Series on Biometrics)
Palmprint Authentication (International Series on Biometrics)
Personal recognition based on an image of the palmar surface of the hand
Pattern Recognition
Journal of Cognitive Neuroscience
CompSysTech '07 Proceedings of the 2007 international conference on Computer systems and technologies
Image and Vision Computing
Score normalization in multimodal biometric systems
Pattern Recognition
Combining face and iris biometrics for identity verification
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Experimental results on fusion of multiple fingerprint matchers
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
An introduction to biometric recognition
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Circuits and Systems for Video Technology
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Classification of fingerprint images to real vs. spoof
International Journal of Biometrics
Hi-index | 0.00 |
When multiple instances of single biometrics can be acquired from a single input simultaneously, a multiple-step acquisition at additional transaction time cost can be avoided. We present a rotation-invariant, peg-free multi-instance fingerprint- and eigenfinger-based biometric system extracting multiple features from a palmar scan of the hand. Our evaluation targets: (1) rankings of individual fingers with respect to minutiae and eigenfinger features; (2) fusion of multi-instance intra-feature (minutiae or eigenfinger) matching scores; (3) cross-feature compared to intra-feature performance; (4) optimal weights for weighted versions of five score-level fusion methods – max, median, min, product and sum and (5) aspects of computational demands for hand-based identification discussing the usage of serial classifier combinations instead of classically employed parallel ones. We examine results of an experimental approach to the problem of finding a suitable fusion method by investigating the effect of matcher-specific combination weights on recognition accuracy and compare cross-feature and intra-feature score combinations.