Three-Dimensional Face Processing and Its Applications in Biometrics
Hu, Yuxiao
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https://hdl.handle.net/2142/81112
Description
Title
Three-Dimensional Face Processing and Its Applications in Biometrics
Author(s)
Hu, Yuxiao
Issue Date
2008
Doctoral Committee Chair(s)
Huang, Thomas S.
Department of Study
Electrical and Computer Engineering
Discipline
Electrical and Computer Engineering
Degree Granting Institution
University of Illinois at Urbana-Champaign
Degree Name
Ph.D.
Degree Level
Dissertation
Keyword(s)
Computer Science
Language
eng
Abstract
The contributions of this thesis include: (1) large-scale 3D data collection and data annotation, which resulted in the largest static 3D face database and the first audiovisual 3D dynamic face data collection system in the world; (2) a robust, fast and accurate 3D face reconstruction and animation algorithm, which can be used to create an emotive speech avatar; and (3) the non-frontal-view face/facial expression recognition/human action recognition, which is among the earliest efforts of the research communities in this area.
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