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Image Classification Method Based on Non-negative Elastic Net Sparse Coding Algorithm

In order to improve the image classification accuracy,this paper proposes a Non-negative Elastic Net Sparse Coding(NENSC)algorithm.This algorithm combines the advantages of non-negative sparse coding and elastic net algorithm.It introduces an l2norm regularization term to the objective function of S...

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Autor principal: ZHANG Yong,ZHANG Yangyang,CHENG Hong,ZHANG Yanxia
Formato: Artigo
Idioma:Inglês
Publicado em: Editorial Office of Computer Engineering 2017-07-01
coleção:Jisuanji gongcheng
Assuntos:
image classification;sparse coding(sc);spatial pyramid matching(spm);elastic net;dictionary learning;support vector machine(svm)
Acesso em linha:https://www.ecice06.com/fileup/1000-3428/PDF/201707040.pdf
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