Efficient multimodal fusion for person authentication combining three biometric modalities
- 10.2991/csss-14.2014.34How to use a DOI?
- multimodal; biometric; MPM; fusion
Fusion of multiple biometric modalities for person authentication can compensate for the limitations in performance of each individual biometric system. This paper proposed an efficient person authentication method based on multimodal biometric fusion at the matching score level. For score level fusion, MPM (minimax probability machine) based fusion rule is applied to combine multiple matching scores, respectively from iris, facer and palmprint, to generate a single scalar score which is used to make the final decision. Experimental results show that the performance of the proposed method can bring obvious improvement comparing to the previous multimodal methods.
- © 2014, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Wang Fenghua AU - Zheng Qiumei AU - Meng Wenjie PY - 2014/06 DA - 2014/06 TI - Efficient multimodal fusion for person authentication combining three biometric modalities BT - Proceedings of the 3rd International Conference on Computer Science and Service System PB - Atlantis Press SP - 149 EP - 152 SN - 1951-6851 UR - https://doi.org/10.2991/csss-14.2014.34 DO - 10.2991/csss-14.2014.34 ID - Fenghua2014/06 ER -