129
click to vote
ICCV
2003
IEEE
16 years 5 months ago
2003
IEEE
In this paper, we propose a novel approach for facial expression decomposition - Higher-Order Singular Value Decomposition (HOSVD), a natural generalization of matrix SVD. We lear...
116
Voted
ICCV
2003
IEEE
16 years 5 months ago
2003
IEEE
119
click to vote
ICCV
2003
IEEE
16 years 5 months ago
2003
IEEE
Recent developments in computer vision have shown that local features can provide efficient representations suitable for robust object recognition. Support Vector Machines have be...
115
Voted
ICCV
2003
IEEE
16 years 5 months ago
2003
IEEE
In this paper we show that efficient object recognition can be obtained by combining informative features with linear classification. The results demonstrate the superiority of in...
128
Voted
ICCV
2003
IEEE
16 years 5 months ago
2003
IEEE
In recent years particle filters have become a tremendously popular tool to perform tracking for non-linear and/or non-Gaussian models. This is due to their simplicity, generality...