187 search results - page 25 / 38 » Nonlinear Component Analysis as a Kernel Eigenvalue Problem |
104
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ROMAN
2007
IEEE
15 years 6 months ago
2007
IEEE
— In this work, we perform an extensive statistical evaluation for learning and recognition of object manipulation actions. We concentrate on single arm/hand actions but study th...
103
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ICIP
2001
IEEE
16 years 1 months ago
2001
IEEE
In this paper we address the problem of registering 3D scattered data by the mean of a statistical shape model. This model is built from a training set on which a principal compon...
106
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CVPR
2007
IEEE
16 years 1 months ago
2007
IEEE
We describe a probabilistic framework for recognizing human activities in monocular video based on simple silhouette observations in this paper. The methodology combines kernel pr...
CIKM
2007
Springer
15 years 5 months ago
2007
Springer
Several problems in text categorization are too hard to be solved by standard bag-of-words representations. Work in kernel-based learning has approached this problem by (i) consid...
118
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ICCV
2005
IEEE
16 years 1 months ago
2005
IEEE
In recent years Kernel Principal Component Analysis (Kernel PCA) has gained much attention because of its ability to capture nonlinear image features, which are particularly impor...