643 search results - page 28 / 129 » Support Vector Machines for 3D Object Recognition |
113
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ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
In this paper, we extend the recently proposed Core Vector Machine algorithm to the regression setting by generalizing the underlying minimum enclosing ball problem. The resultant...
98
Voted
DIS
2006
Springer
15 years 4 months ago
2006
Springer
Mars probes send back to Earth enormous amount of data. Automating the analysis of this data and its interpretation represents a challenging test of significant benefit to the doma...
120
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JMLR
2006
15 years 21 days ago
2006
Support vector machines utilizing the 1-norm, typically set up as linear programs (Mangasarian, 2000; Bradley and Mangasarian, 1998), are formulated here as a completely unconstra...
97
Voted
ISBI
2008
IEEE
16 years 1 months ago
2008
IEEE
The Support Vector Machine (SVM) is a powerful tool for classification. We generalize SVM to work with data objects that are naturally understood to be lying on curved manifolds, ...
137
Voted
ICCV
2007
IEEE
15 years 7 months ago
2007
IEEE
This paper treats tracking as a foreground/background classification problem and proposes an online semisupervised learning framework. Initialized with a small number of labeled ...