A fast ℓ1-solver and its applications to robust face recognition

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...

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Bibliographic Details
Main Authors: Qiu, H., Chen, Xiaoming, Liu, W., Zhou, Guanglu, Wang, Y., Lai, J.
Format: Journal Article
Published: American Institute of Mathematical Sciences 2012
Online Access:http://hdl.handle.net/20.500.11937/10229

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