
Face Geometry and Appearance Modeling: Concepts and Applications
by Zicheng Liu , Zhengyou ZhangBuy New
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Summary
Author Biography
Table of Contents
Introduction | p. 1 |
Literature review | p. 2 |
Scope of the book | p. 11 |
Notation | p. 13 |
Face Representation | |
Shape models | p. 19 |
Mesh | p. 19 |
Parametric surfaces | p. 20 |
Linear space representation | p. 21 |
Expression space representation | p. 25 |
Appearance models | p. 31 |
Illumination models | p. 31 |
Irradiance environment map | p. 36 |
Spherical harmonics | p. 36 |
Morphable model of face albedo | p. 39 |
Face Modeling | |
Shape modeling with active sensors | p. 43 |
Laser scanners | p. 43 |
Structured light systems | p. 46 |
Structured light stereo systems | p. 47 |
Shape modeling from images | p. 48 |
Structure from motion approach | p. 48 |
Stereovision approach | p. 77 |
Two orthogonal views | p. 80 |
A single view | p. 82 |
Appearance modeling | p. 86 |
Reflectometry | p. 86 |
Reconstruction of irradiance environment maps | p. 91 |
Illumination recovery from specular reflection | p. 101 |
Joint shape and appearance modeling | p. 111 |
Shape from shading | p. 111 |
Face morphable model | p. 113 |
Spherical harmonic basis morphable model | p. 118 |
Data-driven bilinear illumination model | p. 128 |
Spatially varying texture morphable model | p. 129 |
Comparison between SHBMM- and MRF-based methods | p. 140 |
Applications | |
Face animation | p. 149 |
Talking head | p. 149 |
Facial expression synthesis | p. 150 |
Physically based facial expression synthesis | p. 153 |
Morph-based facial expression synthesis | p. 153 |
Expression mapping | p. 154 |
Expression synthesis through feature motion propagation | p. 166 |
Appearance editing | p. 181 |
Detail transfer | p. 181 |
Physiologically based approach | p. 191 |
Virtual lighting | p. 194 |
Active lighting | p. 202 |
Model-based tracking and gaze correction | p. 217 |
Head pose estimation | p. 218 |
Monocular head pose tracking | p. 235 |
Stereo head pose tracking | p. 236 |
Multicamera head pose tracking | p. 242 |
Eye-gaze correction for videoconferencing | p. 251 |
Human computer interaction | p. 257 |
Conversational agent | p. 257 |
Face-based human interactive proof system | p. 268 |
Bibliography | p. 279 |
Index | p. 295 |
Color plates follow page | p. 146 |
Table of Contents provided by Ingram. All Rights Reserved. |
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