Face Verification for Mobile Personal Devices

Q. Tao

Research output: ThesisPhD Thesis - Research UT, graduation UTAcademic

88 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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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 UTAcademic

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T1 - Face Verification for Mobile Personal Devices

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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 - Biometrics

KW - biometric fusion

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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