Enhancing the information content of fingerprint biometrics with heartbeat signal

R. M. Jomaa, Md. Saiful Islam, H. Mathkour
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引用次数: 6

Abstract

Heartbeat signal is an emerging biometric modality which is getting attention for its robustness against spoof attack. Introducing heartbeat into a fingerprint biometric system can yield promising results in two ways. First, it may increase the accuracy of the biometric system and second it may increase its robustness against spoof attacks. In this paper, a score level fusion is used based on the information content of the unimodal biometrics to enhance the information content of fingerprint biometrics. We measure the gain of information content of the multimodal biometric system obtained from fusion of fingerprint and heartbeat signal captured from fingers. Experimental results show that fusion of these two modalities increases the information content of the multimodal biometric system, consequently, increasing its accuracy and robustness against spoof attacks.
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利用心跳信号增强指纹生物识别的信息量
心跳信号是一种新兴的生物识别方式,因其抗欺骗攻击的鲁棒性而备受关注。将心跳引入指纹生物识别系统可以在两个方面产生有希望的结果。首先,它可以提高生物识别系统的准确性,其次,它可以提高其抗欺骗攻击的稳健性。本文在单峰生物特征信息含量的基础上,采用分数水平融合的方法增强指纹生物特征的信息含量。我们测量了多模态生物识别系统的信息含量的增益,该系统通过融合指纹和从手指捕获的心跳信号来获得。实验结果表明,两种模态的融合增加了多模态生物识别系统的信息量,从而提高了系统的准确性和抗欺骗攻击的鲁棒性。
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