Research of Palmprint Authentication Arithmetic Based on Smartphone

Xinman Zhang, Kunlei Jing, Guoqi Yan, Xuebin Xu, Weiyong Gong
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引用次数: 1

Abstract

Palmprint authentication technology can solve the information security problem of mobile devices effectively. Based on smartphone, a new palmprint acquisition scheme and an improved authentication algorithm are proposed in this article. Key points and ROI region of palmprint are drawn in the smartphone interface to guide acquisition. In order to overcome the high computational complexity of traditional algorithm, ROI image get in acquisition is down-scaled, then the feature vectors extraction of ROI can be down-sampled with Log-Gabor filter and encoded with a new coding method. Simulation results show that our acquisition scheme can improve the quality of palmprint sample effectively, meanwhile the improved authentication algorithm has achieved good accuracy and timeliness.
基于智能手机的掌纹认证算法研究
掌纹认证技术可以有效解决移动设备的信息安全问题。基于智能手机,提出了一种新的掌纹采集方案和改进的认证算法。在智能手机界面上绘制掌纹关键点和ROI区域,指导采集。为了克服传统算法计算量大的缺点,首先对ROI图像进行降尺度处理,然后利用Log-Gabor滤波器对提取的ROI特征向量进行下采样,并采用新的编码方法进行编码。仿真结果表明,该方案能够有效地提高掌纹样本的质量,同时改进的认证算法取得了良好的准确性和实时性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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