Palmprint Verification based on Specific-user

摘要：

At present, the biometric verification methods have attracted more and more the attention of researchers, and palmprint verification as an important method, with its stable and rich features, has been widely used and highly development prospects. However, in feature extraction stage, traditional Gabor often uses fixed parameters to extract feature of all samples, which is not only a waste of a great deal of time, but also will produce redundancy features, then impact the performance of real-time. We propose a novel palmprint verification approach for palmprint recognition. In feature extraction stage, specific-user is proposed, which extracts the feature of palmprint of each individual, to find the optimal parameters by Genetic Algorithm. In experiments, the PolyU database is used to test the performance of proposed approach and the experimental results demonstrate the approach is feasible and has good recognition effect.

关键词： Biometrics Gabor Filter Specific-Parameters Genetic Algorithm

作者: Ning Du Miao Qi Yinan Zhang Jun Kong

作者单位: Computer school, Northeast Normal University, Changchun

会议类型: 国际会议

会议名称: Second International Symposium on Electronic Commerce and Security(第二届电子商务与安全国际研究大会)(ISECS 2009)

会议地点: 南昌

会议语种:英文

页码: 314-317

在线出版日期: 2009-05-22（万方平台首次上网日期，不代表论文的发表时间）