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Start Over Author "Maybank, Stephen John" Publisher academic press inc.
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1. Image recognition via two-dimensional random projection and nearest constrained subspace.

Author

Liao, Liang, Zhang, Yanning, Maybank, Stephen John, Liu, Zhoufeng, and Liu, Xin

Subjects
*IMAGE recognition (Computer vision), *TWO-dimensional models, *RANDOM projection method, *SUBSPACES (Mathematics), *IMAGE analysis, *IMAGE representation
Abstract

Highlights: [•] A feature extraction scheme using two-dimensional random projection, called 2DCS, is proposed. [•] A new classifier, called NCSC (including it fast version NCSC-II), is proposed. [•] Classifiers of NN, NFL and NS are the special cases of NCSC. [•] With tuned parameter, NCSC/NCSC-II outperforms NN, NFL, NS and the Orthonormal ℓ2-norm method. [Copyright &y& Elsevier]

Published
2014
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