Modeling and animating realistic faces from images

被引:55
作者
Pighin, F [1 ]
Szeliski, R
Salesin, DH
机构
[1] Univ So Calif, Inst Creat Technol, Los Angeles, CA 90089 USA
[2] Microsoft Res, Redmond, WA USA
[3] Univ Washington, Dept Comp Sci, Seattle, WA 98195 USA
关键词
facial animation; performance-driven animation; image-based modeling; model-based tracking; analysis by synthesis;
D O I
10.1023/A:1020393915769
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a new set of techniques for modeling and animating realistic faces from photographs and videos. Given a set of face photographs taken simultaneously, our modeling technique allows the interactive recovery of a textured 3D face model. By repeating this process for several facial expressions, we acquire a set of face models that can be linearly combined to express a wide range of expressions. Given a video sequence, this linear face model can be used to estimate the face position, orientation, and facial expression at each frame. We illustrate these techniques on several datasets and demonstrate robust estimations of detailed face geometry and motion.
引用
收藏
页码:143 / 169
页数:27
相关论文
共 66 条
[11]  
*BRIGHT START TECH, 1993, BEG READ SOFTW
[12]  
CASCIA ML, 1998, P IEEE C COMP VIS PA
[13]  
CHEN D, 1995, 1995 S INT 3D GRAPH, P43
[14]  
CHOI CS, 1994, IEEE T CIRC SYST VID, V4, P257, DOI 10.1109/76.305871
[15]   Eigen-points: Control-point location using principal component analyses [J].
Covell, M .
PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION, 1996, :122-127
[16]  
*CYB, 1990, 4020 RGB 3D SCANN CO
[17]  
DEBEVEC P, 2000, SIGGRAPH 2000 C P AC, P35
[18]  
Debevec P. E., 1996, Computer Graphics Proceedings. SIGGRAPH '96, P11, DOI 10.1145/237170.237191
[19]   Deformable model-based shape and motion analysis from images using motion residual error [J].
DeCarlo, D ;
Metaxas, D .
SIXTH INTERNATIONAL CONFERENCE ON COMPUTER VISION, 1998, :113-119
[20]  
DEVERNAY F, 1994, 1994 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, P208, DOI 10.1109/CVPR.1994.323831