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Thesis.toc
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Thesis.toc
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\babel@toc {english}{}
\babel@toc {english}{}
\contentsline {chapter}{Acknowledgments}{iii}{chapter*.1}%
\contentsline {chapter}{Abstract}{v}{chapter*.2}%
\vspace {2em}
\contentsline {chapter}{\chapternumberline {1}Introduction}{1}{chapter.5}%
\contentsline {section}{\numberline {1.1}Motivation \& Previous Work}{2}{section.7}%
\contentsline {section}{\numberline {1.2}Contributions}{4}{section.10}%
\contentsline {section}{\numberline {1.3}Thesis Structure}{4}{section.11}%
\contentsline {chapter}{\chapternumberline {2}Background}{7}{chapter.13}%
\contentsline {section}{\numberline {2.1}3D Morphable Model}{7}{section.14}%
\contentsline {section}{\numberline {2.2}Fitting Pipeline}{9}{section.22}%
\contentsline {subsection}{\numberline {2.2.1}Markov Chain Monte Carlo (MCMC)}{9}{subsection.23}%
\contentsline {subsection}{\numberline {2.2.2}Landmark Fitting}{11}{subsection.33}%
\contentsline {subsection}{\numberline {2.2.3}Color Fitting}{11}{subsection.35}%
\contentsline {section}{\numberline {2.3}Depth Camera}{13}{section.39}%
\contentsline {subsection}{\numberline {2.3.1}De-projection}{14}{subsection.43}%
\contentsline {chapter}{\chapternumberline {3}Methods}{17}{chapter.48}%
\contentsline {section}{\numberline {3.1}Camera}{18}{section.54}%
\contentsline {subsection}{\numberline {3.1.1}Camera Calibration}{19}{subsection.55}%
\contentsline {subsection}{\numberline {3.1.2}Camera Configuration Parameters}{20}{subsection.61}%
\contentsline {subsection}{\numberline {3.1.3}SDK}{20}{subsection.62}%
\contentsline {section}{\numberline {3.2}Cross-Language API}{22}{section.68}%
\contentsline {section}{\numberline {3.3}Capture Procedure (Server)}{22}{section.70}%
\contentsline {subsection}{\numberline {3.3.1}RGB Color Image}{23}{subsection.74}%
\contentsline {subsection}{\numberline {3.3.2}3D Landmarks}{24}{subsection.75}%
\contentsline {subsection}{\numberline {3.3.3}Point Cloud}{25}{subsection.78}%
\contentsline {section}{\numberline {3.4}Fitting Pipeline (Client)}{26}{section.81}%
\contentsline {subsection}{\numberline {3.4.1}Data Processing}{26}{subsection.84}%
\contentsline {subsection}{\numberline {3.4.2}Shape Fitting}{29}{subsection.88}%
\contentsline {subsection}{\numberline {3.4.3}Color Fitting}{34}{subsection.109}%
\contentsline {chapter}{\chapternumberline {4}Results}{37}{chapter.114}%
\contentsline {section}{\numberline {4.1}Evaluation Metrics}{37}{section.115}%
\contentsline {section}{\numberline {4.2}Shape Fitting Module Evaluation}{38}{section.116}%
\contentsline {section}{\numberline {4.3}Full Fitting Evaluation (Shape Fitting + Color Fitting)}{40}{section.120}%
\contentsline {section}{\numberline {4.4}Execution Performance}{44}{section.129}%
\contentsline {chapter}{\chapternumberline {5}Conclusion}{47}{chapter.133}%
\contentsline {chapter}{\chapternumberline {6}Future Work}{49}{chapter.134}%
\contentsline {section}{\numberline {6.1}Using Multiple Camera Setup}{49}{section.135}%
\contentsline {section}{\numberline {6.2}Better Landmark Filtering}{50}{section.137}%
\contentsline {section}{\numberline {6.3}Multi-Resolution Fitting}{50}{section.138}%
\vspace {2em}
\contentsline {chapter}{Bibliography}{53}{appendix*.139}%
\contentsline {appendix}{\chapternumberline {A}Thrift API Scheme}{57}{appendix.140}%
\vspace {2em}
\contentsline {chapter}{Declaration on Scientific Integrity}{59}{appendix*.142}%