ICCV
2003
IEEE
15 years 1 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...
ICCV
2003
IEEE
15 years 1 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...
ICCV
2003
IEEE
15 years 1 months ago
2003
IEEE
ICCV
2003
IEEE
15 years 1 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...
ICCV
2003
IEEE
15 years 1 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...
ICCV
2003
IEEE
15 years 1 months ago
2003
IEEE
ICCV
2003
IEEE
15 years 1 months ago
2003
IEEE
While navigating in an environment, a vision system has to be able to recognize where it is and what the main objects in the scene are. In this paper we present a contextbased vis...
ICCV
2003
IEEE
15 years 1 months ago
2003
IEEE
Hand gestures are examples of fast and complex motions. Computers fail to track these in fast video, but sleight of hand fools humans as well: what happens too quickly we just can...
ICCV
2003
IEEE
15 years 1 months ago
2003
IEEE
This paper describes a novel application of support vector machines and multiscale texture and color invariants to a problem in biological oceanography: the identification of 6 sp...
ICCV
2003
IEEE
15 years 1 months ago
2003
IEEE
Feature points for image correspondence are often selected according to subjective criteria (e.g. edge density, nostrils). In this paper, we present a general, non-subjective crit...