3D Face Processing

Modeling, Analysis and Synthesis
2004
ISBN: 978-1-4020-8047-0
Verlag: Springer US

Buch, Englisch, Band 8, 137 Seiten, HC runder Rücken kaschiert, Format (B × H): 160 mm x 241 mm, Gewicht: 418 g

Reihe: The International Series in Video Computing

3D Face Processing: Modeling, Analysis and Synthesis introduces the frontiers of 3D face processing techniques. It reviews existing 3D face processing techniques, including techniques for 3D face geometry modeling; 3D face motion modeling; and 3D face motion tracking and animation. Then it discusses a unified framework for face modeling, analysis and synthesis. In this framework, the authors present new methods for modeling complex natural facial motion, as well as face appearance variations due to illumination and subtle motion. Then the authors apply the framework to face tracking, expression recognition and face avatar for HCI interface. They conclude this book with comments on future work in the 3D face processing framework.
3D Face Processing: Modeling, Analysis and Synthesis will interest those working in face processing for intelligent human computer interaction and video surveillance. It contains a comprehensive survey on existing face processing techniques, which can serve as a reference for students and researchers. It also covers in-depth discussion on face motion analysis and synthesis algorithms, which will benefit more advanced graduate students and researchers.

Zielgruppe

Professional/practitioner

Autoren/Hrsg.

Huang, Thomas S.

Wen, Zhen

Fachgebiete

• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Grafikprogrammierung
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Spiele-Programmierung, Rendering, Animation
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Mustererkennung, Biometrik
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsvisualisierung

Inhaltsverzeichnis

3D Face Modeling.- Learning Geometric 3D Facial Motion Model.- Geometric Model-Based 3D Face Tracking.- Geometric Facial Motion Synthesis.- Flexible Appearance Model.- Facial Motion Analysis Using Flexible Appearance Model.- Face Appearance Synthesis Using Flexible Appearance Model.- Application Examples of the Face Processing Framework.- Conclusion and Future Work.