Feature-level fusion in personal identification

• Published in: 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) Vol. 1; pp. 468 - 473 vol. 1
• Main Authors: Yongsheng Gao, Maggs, M.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 2005
• Subjects: Bayesian methods; Biometrics; Clustering algorithms; Distortion measurement; Face recognition; Fingerprint recognition; Microelectronics; Robustness; Sensor phenomena and characterization; Speech

The existing studies of multi-modal and multi-view personal identification focused on combining the outputs of multiple classifiers at the decision level. In this study, we investigated the fusion at the feature level to combine multiple views and modals in personal identification. A new similarity...