In this paper, we propose a personal verification method using both face and speech to improve the rate of single biometric verification. False acceptance rate (FAR) and false rejection rate (FRR) have been a fundamental bottleneck of real-time personal verification. The proposed multimodal biometric method is to improve both verification rate and reliability in real-time by overcoming technical limitations of single biometric verification methods. The proposed method uses principal component analysis (PCA) for face recognition and hidden markov model (HMM) for speech recognition. It also uses fuzzy logic for the final decision of personal verification. Based on experimental results, the proposed system can reduce FAR down to 0.0001%, which provides that the proposed method overcomes the limitation of single biometric system and provides stable personal verification in real-time.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Multi-Modal Human Verification Using Face and Speech


    Beteiligte:
    Changhan Park, (Autor:in) / Joonki Paik, (Autor:in) / Taewoong Choi, (Autor:in) / Soonhyob Kim, (Autor:in) / Youngouk Kim, (Autor:in) / Namkung, J. (Autor:in)


    Erscheinungsdatum :

    2006-01-01


    Format / Umfang :

    412012 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Multi-Modal Face Tracking Using Bayesian Network

    Liu, F. / Lin, X. / Li, S. et al. | British Library Conference Proceedings | 2003


    Multi-modal face tracking using Bayesian network

    Fang Liu, / Xueyin Lin, / Li, S.Z. et al. | IEEE | 2003


    Multi-Modal 2D and 3D Biometrics for Face Recognition

    Chang, K. / Bowyer, K. / Flynn, P. et al. | British Library Conference Proceedings | 2003



    Multi-modal human aggression detection

    Kooij, J.F.P. / Liem, M.C. / Krijnders, J.D. et al. | British Library Online Contents | 2016