A fast extension for sparse representation on robust face recognition

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A fast extension for sparse representation on robust face recognition

We extend a recent Sparse Representation-based Classification (SRC) algorithm for face recognition to work on 2D images directly, aiming to reduce the computational complexity whilst still maintaining performance. Our contributions include: (1) a new 2D extension of SRC algorithm; (2) an incremental...

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Bibliographic Details
Main Authors:	Qiu, Hui-ning, Pham, DucSon, Venkatesh, Svetha, Liu, Wan-quan, lai, Jian-huang
Other Authors:	A. Salah
Format:	Conference Paper
Published:	Springer 2010
Subjects:	Face Recognition Sparse Representation Compressive Sensing Incremental Learning
Online Access:	http://hdl.handle.net/20.500.11937/18320

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