Ridge Regression for Two Dimensional Locality Preserving Projection

Two Dimensional Locality Preserving Projection (2D-LPP) is a recent extension of LPP, a popular face recognition algorithm. It has been shown that 2D-LPP performs better than PCA, 2D-PCA and LPP. However, the computational cost of 2D-LPP is high. This paper proposes a novel algorithm called Ridge Re...

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Bibliographic Details
Main Authors: Nguyen, Nam, Liu, Wan-Quan, Venkatesh, Svetha
Other Authors: Not known
Format: Conference Paper
Published: IEEE 2008
Online Access:http://hdl.handle.net/20.500.11937/31142