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Author:

Li, Jicheng (Li, Jicheng.) | Li, Wenbo (Li, Wenbo.) | Liu, Zisheng (Liu, Zisheng.)

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Abstract:

By combining the discriminant supervised LPP with the orthogonal bidirectional projection, an orthogonal bidirectional discriminant supervised LPP (OBDSLPP), was proposed in which the left and right projection matrices for OBDSLPP are orthogonal. In this algorithm, to get the matrices, one trace ratio optimization problem are required to be solved. Experimental results show that the proposed OBDSLPP achieve more higher recognition accuracy than 2DDLPP, 2DDSLPP and BDLPP, respectively. © 2016 IEEE.

Keyword:

Bidirectional projection Dimension reduction Discriminant supervised information Optimization problems Projection matrix Recognition accuracy

Author Community:

  • [ 1 ] [Li, Jicheng;Li, Wenbo;Liu, Zisheng]School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an; 710049, China

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Source :

Proceedings of 2016 IEEE International Conference of Online Analysis and Computing Science, ICOACS 2016

ISSN: 9781467377546

Year: 2016

Publish Date: September 17, 2016

Page: 250-253

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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