232 search results - page 26 / 47 » Learning large margin classifiers locally and globally |
163
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CIKM
2003
Springer
15 years 11 months ago
2003
Springer
Web pages (and resources, in general) can be characterized according to their geographical locality. For example, a web page with general information about wildflowers could be c...
166
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ICIP
2005
IEEE
15 years 11 months ago
2005
IEEE
This paper presents a view independent face recognition method based on kernel principal component analysis (KPCA) of local parts. View changes induce large variation in feature s...
152
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ECCV
2008
Springer
16 years 7 months ago
2008
Springer
In this paper, we propose a component-based discriminative approach for face alignment without requiring initialization1 . Unlike many approaches which locally optimize in a small ...
198
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CVPR
2009
IEEE
17 years 28 days ago
2009
IEEE
Face verification has many potential applications including
filtering and ranking image/video search results on
celebrities. Since these images/videos are taken under uncontrolle...
180
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JMLR
2012
13 years 8 months ago
2012
Support Vector Machines, SVMs, and the Large Margin Nearest Neighbor algorithm, LMNN, are two very popular learning algorithms with quite different learning biases. In this paper...