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» Multilinear Subspace Analysis of Image Ensembles
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CVPR
2003
IEEE
14 years 6 months ago
Multilinear Subspace Analysis of Image Ensembles
M. Alex O. Vasilescu, Demetri Terzopoulos
ECCV
2002
Springer
14 years 6 months ago
Multilinear Analysis of Image Ensembles: TensorFaces
M. Alex O. Vasilescu, Demetri Terzopoulos
ICCV
2007
IEEE
14 years 6 months ago
Robust Visual Tracking Based on Incremental Tensor Subspace Learning
Most existing subspace analysis-based tracking algorithms utilize a flattened vector to represent a target, resulting in a high dimensional data learning problem. Recently, subspa...
Xi Li, Weiming Hu, Zhongfei Zhang, Xiaoqin Zhang, ...
CVPR
2005
IEEE
14 years 6 months ago
Multilinear Independent Components Analysis
Independent Components Analysis (ICA) maximizes the statistical independence of the representational components of a training image ensemble, but it cannot distinguish between the...
M. Alex O. Vasilescu, Demetri Terzopoulos
MM
2009
ACM
157views Multimedia» more  MM 2009»
13 years 11 months ago
Face image modeling by multilinear subspace analysis with missing values
The main difficulty in face image modeling is to decompose those semantic factors contributing to the formation of the face images, such as identity, illumination and pose. One p...
Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou, Liang Wa...