512 search results - page 81 / 103 » Tangent Distance Kernels for Support Vector Machines |
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ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
The standard model of supervised learning assumes that training and test data are drawn from the same underlying distribution. This paper explores an application in which a second...
158
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ACCV
2010
Springer
14 years 10 months ago
2010
Springer
Abstract. In set-based face recognition, each set of face images is often represented as a linear/nonlinear manifold and the Principal Angles (PA) or Kernel PAs are exploited to me...
134
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ICPR
2006
IEEE
16 years 4 months ago
2006
IEEE
Image similarity measure is widely used in image processing. For binary images that are not composed of a single shape, a local comparison is interesting but the features are usel...
191
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VLSISP
2010
15 years 2 months ago
2010
Abstract In case of insufficient data samples in highdimensional classification problems, sparse scatters of samples tend to have many ‘holes’—regions that have few or no nea...
133
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GECCO
2007
Springer
15 years 9 months ago
2007
Springer
As a learning method support vector machine is regarded as one of the best classifiers with a strong mathematical foundation. On the other hand, evolutionary computational techniq...