Face Verification for Mobile Personal Devices

Q. Tao

    Research output: ThesisPhD Thesis - Research UT, graduation UT

    99 Downloads (Pure)

    Abstract

    In this thesis, we presented a detailed study of the face verification problem on the mobile device, covering every component of the system. The study includes face detection, registration, normalization, and verification. Furthermore, the information fusion problem is studied to verify face sequences, and to fuse different modalities. Although the work is application-specific, the thesis is not limited to the application, but more extensive. In every step, we have justified the methods we choose both from the theoretical and the practical point of view. In the review part of each chapter, we discussed principles and methodologies on a higher level, for a better understanding of the problems in general. In our solutions, on the other hand, we have taken care of the application requirements, and put much emphasis on the efficiency and simplicity of the methods.
    Original languageUndefined
    Awarding Institution
    • University of Twente
    Supervisors/Advisors
    • Veldhuis, Raymond N.J., Supervisor
    • Slump, Cornelis Herman, Supervisor
    Thesis sponsors
    Award date6 Feb 2009
    Place of PublicationEnschede, the Netherlands
    Publisher
    Print ISBNs978-90-365-2793-4
    DOIs
    Publication statusPublished - 6 Feb 2009

    Keywords

    • METIS-263739
    • Face Recognition
    • EWI-15072
    • Biometrics
    • biometric fusion
    • IR-60608

    Cite this

    Tao, Q. (2009). Face Verification for Mobile Personal Devices. Enschede, the Netherlands: University of Twente. https://doi.org/10.3990/1.9789036527934
    Tao, Q.. / Face Verification for Mobile Personal Devices. Enschede, the Netherlands : University of Twente, 2009. 229 p.
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    title = "Face Verification for Mobile Personal Devices",
    abstract = "In this thesis, we presented a detailed study of the face verification problem on the mobile device, covering every component of the system. The study includes face detection, registration, normalization, and verification. Furthermore, the information fusion problem is studied to verify face sequences, and to fuse different modalities. Although the work is application-specific, the thesis is not limited to the application, but more extensive. In every step, we have justified the methods we choose both from the theoretical and the practical point of view. In the review part of each chapter, we discussed principles and methodologies on a higher level, for a better understanding of the problems in general. In our solutions, on the other hand, we have taken care of the application requirements, and put much emphasis on the efficiency and simplicity of the methods.",
    keywords = "METIS-263739, Face Recognition, EWI-15072, Biometrics, biometric fusion, IR-60608",
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    Tao, Q 2009, 'Face Verification for Mobile Personal Devices', University of Twente, Enschede, the Netherlands. https://doi.org/10.3990/1.9789036527934

    Face Verification for Mobile Personal Devices. / Tao, Q.

    Enschede, the Netherlands : University of Twente, 2009. 229 p.

    Research output: ThesisPhD Thesis - Research UT, graduation UT

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    N2 - In this thesis, we presented a detailed study of the face verification problem on the mobile device, covering every component of the system. The study includes face detection, registration, normalization, and verification. Furthermore, the information fusion problem is studied to verify face sequences, and to fuse different modalities. Although the work is application-specific, the thesis is not limited to the application, but more extensive. In every step, we have justified the methods we choose both from the theoretical and the practical point of view. In the review part of each chapter, we discussed principles and methodologies on a higher level, for a better understanding of the problems in general. In our solutions, on the other hand, we have taken care of the application requirements, and put much emphasis on the efficiency and simplicity of the methods.

    AB - In this thesis, we presented a detailed study of the face verification problem on the mobile device, covering every component of the system. The study includes face detection, registration, normalization, and verification. Furthermore, the information fusion problem is studied to verify face sequences, and to fuse different modalities. Although the work is application-specific, the thesis is not limited to the application, but more extensive. In every step, we have justified the methods we choose both from the theoretical and the practical point of view. In the review part of each chapter, we discussed principles and methodologies on a higher level, for a better understanding of the problems in general. In our solutions, on the other hand, we have taken care of the application requirements, and put much emphasis on the efficiency and simplicity of the methods.

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    KW - Face Recognition

    KW - EWI-15072

    KW - Biometrics

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    Tao Q. Face Verification for Mobile Personal Devices. Enschede, the Netherlands: University of Twente, 2009. 229 p. https://doi.org/10.3990/1.9789036527934