3D Face Processing: Modeling, Analysis and Synthesis / Edition 1

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Overview

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.

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Product Details

  • ISBN-13: 9781402080470
  • Publisher: Springer US
  • Publication date: 7/22/2004
  • Series: The International Series in Video Computing , #8
  • Edition description: 2004
  • Edition number: 1
  • Pages: 160
  • Product dimensions: 9.21 (w) x 6.14 (h) x 0.44 (d)

Table of Contents

1 Introduction 1
2 3D face modeling 11
3 Learning geometric 3D facial motion model 19
4 Geometric model-based 3D face tracking 31
5 Geometric facial motion synthesis 41
6 Flexible appearance model 61
7 Facial motion analysis using flexible appearance model 75
8 Face appearance synthesis using flexible appearance model 91
9 Application examples of the face processing framework 107
10 Conclusion and future work 115
App Projection of face images in 9-D spherical harmonic space 123
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