A fast ℓ1-solver and its applications to robust face recognition
In this paper we apply a recently proposed Lagrange Dual Method (LDM) to design a new Sparse Representation-based Classification (LDM-SRC) algorithm for robust face recognition problem. The proposed approach improves the efficiency of the SRC algorithm significantly. The proposed algorithm has the f...
| Main Authors: | , , , , , |
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| Format: | Journal Article |
| Published: |
American Institute of Mathematical Sciences
2012
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| Online Access: | http://hdl.handle.net/20.500.11937/10229 |