View-based active appearance models
作者： T.F Cootes , G.V Wheeler , K.N Walker , C.J Taylor
DOI: 10.1016/S0262-8856(02)00055-0
关键词:
摘要: Abstract We demonstrate that a small number of 2D linear statistical models are sufficient to capture the shape and appearance face from wide range viewpoints. Such can be used estimate head orientation track faces through large angles. Given multiple images same we learn coupled model describing relationship between frontal profile face. This predict new views seen one view constrain search algorithms which seek locate in simultaneously.
manchester.ac.uk
elsevier.com参考文章(24)
Michael J. Jones, Tomaso Poggio, Multidimensional morphable models: a framework for representing and matching object classes International Journal of Computer Vision. ,vol. 29, pp. 107- 131 ,(1997) , 10.1023/A:1008074226832
J. Matas, K. Messer, J. Kittler, Gilbert Maître, Juergen Luettin, XM2VTSDB: The Extended M2VTS Database Proc. Second International Conference on Audio- and Video-based Biometric Person Authentication (AVBPA'99). ,(1999)
Thomas Vetter, Volker Blanz, Estimating Coloured 3D Face Models from Single Images: An Example Based Approach european conference on computer vision. pp. 499- 513 ,(1998) , 10.1007/BFB0054761
Sami Romdhani, Alexandra Psarrou, Shaogang Gong, On Utilising Template and Feature-Based Correspondence in Multi-view Appearance Models european conference on computer vision. pp. 799- 813 ,(2000) , 10.1007/3-540-45054-8_52
G.J. Edwards, C.J. Taylor, T.F. Cootes, Interpreting face images using active appearance models ieee international conference on automatic face and gesture recognition. pp. 300- 305 ,(1998) , 10.1109/AFGR.1998.670965
P. Fua, C. Miccio, From Regular Images to Animated Heads: A Least Squares Approach european conference on computer vision. pp. 188- 202 ,(1998) , 10.1007/BFB0055667
D.B. Graham, N.M. Allinson, Face recognition from unfamiliar views: subspace methods and pose dependency ieee international conference on automatic face and gesture recognition. pp. 348- 353 ,(1998) , 10.1109/AFGR.1998.670973
Baback Moghaddam, Alexander P. Pentland, Face recognition using view-based and modular eigenspaces SPIE's 1994 International Symposium on Optics, Imaging, and Instrumentation. ,vol. 2277, pp. 12- 21 ,(1994) , 10.1117/12.191877
J.N.S. Kwong, S. Gong, Learning Support Vector Machines for A Multi-View Face Model british machine vision conference. pp. 1- 10 ,(1999) , 10.5244/C.13.50
J. Sherrah, S. Gong, E. J. Ong, Understanding Pose Discrimination in Similarity Space. british machine vision conference. pp. 1- 10 ,(1999) , 10.5244/C.13.52