Enhancing the information content of fingerprint biometrics with heartbeat signal


Jomaa R. M., Islam M. S., Mathkour H.

World Symposium on Computer Networks and Information Security, WSCNIS 2015, Hammamet, Tunus, 19 - 21 Eylül 2015 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/wscnis.2015.7368284
  • Basıldığı Şehir: Hammamet
  • Basıldığı Ülke: Tunus
  • Anahtar Kelimeler: Fingerprint, Heartbeat, Information Content, Multimodal Biometric
  • TED Üniversitesi Adresli: Hayır

Özet

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.