Opto-Electronic Engineering, Volume. 40, Issue 3, 115(2013)
A Kernel Within-class Neighborhood Preserving Orthogonal Algorithm with Global Structure
[1] [1] Belhumeur P N,Hespanha J P,Kriegam D J. Eigenfaces vs. Fisherfaces:Recognition using class specific linear projection [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828),1997,19(7):711-720.
[2] [2] He X F,Yan S C,Hu Y,et al. Face recognition using Laplacianfaces [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828),2005,27(3):328-340.
[3] [3] HE Xiaofei,Niyogi Partha . Locality preserving projections [C]//Proceedings of Advances in Neural Information Processing Systems 16,June 23-25. MA:Cambridge,MIT Press,2004:153-160.
[4] [4] Xu Y,Zhong A N,Yang J,et al. LPP solution schemes for use with face recognition [J]. Pattern Recognition(S0031-3203), 2010,43(12):4165-4176.
[8] [8] LU GF,LIN Z,JIN Z. Face recognition using discriminant locality preserving projections based on maximum margin criterion [J]. Pattern Recognition(S0031-3203),2010,43(3):3572-3579.
[9] [9] CAI D,HE X F,HAN J W. Orthogonal laplacianfaces for face recognition [J]. IEEE Transactions on Image Processing. (S1057-7149),2006,15(11):3608-3614.
[10] [10] ZHU L,ZHU S N. Face recognition based on orthogonal discriminant locality preserving projections [J]. Neurocomputing (S0925-2312),2007,70(9):1543-1546.
[11] [11] Tao Y T,Yang J. Quotient vs. difference:comparison between the two discriminant criteria [J]. Neurocomputing (S0925-2312), 2010,73(10):1808-1817.
[12] [12] Scholkopf B, Smola A. Nonlinear component analysis as a kernel eigenvalue problem [J]. Neural Computation(S0899-7667),1998,10(5):1299-1319.
[13] [13] Cheng J,Liu Q S,Lu H Q,et al. Supervised kernel locality preserving projections for face recognition [J]. Neurocomputing(S0925-2312),2005,67(10):443-449.
[16] [16] Mika S,Ratsch G,Weston J,et al. Fisher discriminant analysis with kernels [C]// Proceedings of IEEE International Workshop on Neural Networks for Signal Processing,Madison,Wisconsin,August,1999:41-48.
[17] [17] Olivetti Oracle Research Lab (ORL) Database [EB/OL]. http://www.cl.cam.ac.uk/research/dtg/attarchive/facedatabase.html.
[18] [18] Phillips P J. The Facial Recognition Technology (FERET) Database [EB/OL]. http://www.itl.nist.gov/iad/humanid/feret/feret_ master.html.
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LIN Yu’e, LI Jingzhao, LIANG Xingzhu, LIN Yurong. A Kernel Within-class Neighborhood Preserving Orthogonal Algorithm with Global Structure[J]. Opto-Electronic Engineering, 2013, 40(3): 115
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Received: Jul. 25, 2012
Accepted: --
Published Online: Apr. 7, 2013
The Author Email: Yu’e LIN (linyu_e@126.com)