Expressive Personalized 3D Face Models from 3D Face Scans

Stella Graßhof

doi:10.51202/9783186868107

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Bibliographic data

Copyright year: 2020
ISBN-Print: 978-3-18-386810-0
ISBN-Online: 978-3-18-686810-7
Publisher: VDI Verlag, Düsseldorf
Series: Informatik/ Kommunikation
Volume: 868
Language: German
Pages: 204
Product type: Book Titles

Titelei/Inhaltsverzeichnis Partial access Pages I - XIV Download chapter (PDF)
1. The Difficulty of Quality Assessment No access
2. Face Models No access
3. Data Preprocessing and Alignment No access
4. Summary of Contributions No access
5. Thesis Overview No access
1. 1. Orthographic Camera Model No access
  2. Weak-Perspective Camera Model No access
  3. Projective Camera Model No access
2. Estimation of Camera Parameters No access
3. 1. Principal Component Analysis No access
  2. Whitening No access
  3. Correlation vs. Dependence No access
  4. Independent Component Analysis No access
  5. Projection Pursuit No access
4. 1. Notation No access
  2. High-Order Singular Value Decomposition No access
5. 1. Definitions No access
  2. Line-Search based Methods No access
6. Generalized Canonical Time Warping No access
1. Overview No access
2. 1. BU3DFE No access
  2. BU4DFE No access
  3. Bosphorus No access
  4. Facewarehouse No access
  5. MMI No access
  6. ADFES No access
3. Conclusion No access
1. 1. Rigid Global Alignment No access
  2. Detection of Outliers No access
  3. Removing Points outside of the Face Region No access
2. 1. Correspondence between Point Sets No access
  2. Nonrigid 3D Registration No access
  3. Quantifying Quality No access
  4. Experiments and Evaluation No access
3. 1. Quantifying Expression Intensity No access
  2. Alignment of Expression Intensities No access
  3. Applications for Proposed Expression Intensities No access
1. Surrey’s 3D Morphable Face Model No access
2. Sela’s Neural Network for detailed 3D Face Reconstruction No access
3. 1. The Expression Space and the Apathy Mode No access
  2. Model 1: Basic Model No access
  3. Model 2: Subspace-aware Parameterization No access
  4. Model 3: Projection Pursuit in Expression Space No access
  5. Model 4: Four-Way Model including Expression Strength No access
  6. Overview of Presented Tensor Face Models No access
4. Quality of Face Models No access
1. Facial Animation by Improved Synthesis Using Apathy No access
2. 1. Evaluation No access
3. 1. 3D Reconstruction With Ground Truth No access
  2. 3D Reconstruction Without Ground Truth No access
  3. Summary No access
1. Future Work No access
1. 3D Rotations and Computing Optimal Angles No access
2. Normal Vector of 3D Points No access
3. Parameterization of Lines along Principal Axis No access
4. Apathy Estimation - How to Find the Closest Point No access
5. Examples of Dense 3D Reconstruction of Bosphorus Database No access
Literature No access Pages 189 - 198
Index No access Pages 199 - 204