Supervised subspace learning with multi-class Lagrangian SVM on the Grassmann Manifold
Learning robust subspaces to maximize class discrimination is challenging, and most current works consider a weak connection between dimensionality reduction and classifier design. We propose an alternate framework wherein these two steps are combined in a joint formulation to exploit the direct con...
| Main Authors: | , |
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| Other Authors: | |
| Format: | Conference Paper |
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Springer
2011
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| Online Access: | http://hdl.handle.net/20.500.11937/42511 |