基于快速人脸和指纹识别的云计算访问控制

B. Chang, H. Tsai, Chi-Ming Chen, Chien-Feng Huang
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引用次数: 9

摘要

本文介绍了一种应用于Hadoop云计算的基于指纹识别和人脸识别的快速访问控制。本研究采用低容量Linux嵌入式平台通过以太网、WiFi或3G与Hadoop连接的方式。在客户端,利用JamVM虚拟机来实现J2ME环境,并将GNU类路径视为Java类库。为了验证云计算访问控制的有效性和效率,在2.2秒内成功完成了人脸和指纹的快速识别,在质证下准确执行主体身份。实验结果表明,我们提出的方法优于两种替代方法。
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Access Control of Cloud Computing Using Rapid Face and Fingerprint Identification
In this paper,a fast access control applied to Hadoop cloud computing using the fingerprint identiication and face recognition is introduced.This study employed a way of low-capacity Linux embedded platform linked to Hadoop via Ethernet,WiFi or 3G.At client side,JamVM virtual machine is utilized to from the J2ME environment,and GNU Classpath is viewed as Java Class Libraries.In order to verify effectiveness and efficiency in access control for cloud computing,the rapid face and fingerprint identification has been accomplished successfully within 2.2 seconds to exactly perform the subject identity under the cross-examination.The experimental results show that the one we proposed outperforms two alternative methods.
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