| Title: | Ezdihar N. Bifari, and Lamiaa A. Elrefaei, "A Weighted Score Matching Algorithm for A Multimodal Biometric System Based on Fingerprint and Hand Geometry", Jordanian Journal of Computers and Information Technology (JJCIT), Vol. 3, No. 1, P. 1-24, April 2017, DOI: 10.5455/jjcit.71-1472524068. |
| Authors: | Ezdihar N. Bifari, Lamiaa A. Elrefaei |
| Year: | 2017 |
| Keywords: | Multi-biometrics, Fusion, EER, ROC, Minutiae, Gabor filter, FFT filter, Morphological, Chain code. |
| Journal: | Jordanian Journal of Computers and Information Technology (JJCIT) |
| Volume: | 3 |
| Issue: | 1 |
| Pages: | 1-24 |
| Publisher: | Not Available |
| Local/International: | International |
| Paper Link: | |
| Full paper | lamiaa Elrefaei_1-DOI 10.5455-jjcit.71-1472524068.pdf |
| Supplementary materials | Not Available |
| Abstract: |
This paper presents a multi-modal biometric system implemented using MATLAB language. The system fused fingerprint and hand geometry at matching score level by applying a proposed modified weighted sum rule. The fingerprint system was tested using five FVC databases and the hand geometry system was tested using COEP database. Hence, the multi-modal system was tested by merging each FVC database with COEP database. The experimental results show significant improvement in the multi-modal system with an average EER of 3.27%; while it is 8.86% and 8.89% for fingerprint and hand geometry systems, respectively. |
