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J-GLOBAL ID：201702218009888810   Reference number：17A0242126

An efficient algorithm for incoherent analysis dictionary learning based on proximal operator

近位演算子に基づくインコヒーレント解析辞書学習のための効率的アルゴリズム【Powered by NICT】
Author (4)：
Li Zhenni

About Li Zhenni

(School of Computer Science and Engineering, The University of Aizu, Aizu-Wakamatsu City, Fukushima 965-8580, Japan)

About School of Computer Science and Engineering, The University of Aizu, Aizu-Wakamatsu City, Fukushima 965-8580, Japan

, 
Hayashi Takafumi

About Hayashi Takafumi

(School of Computer Science and Engineering, The University of Aizu, Aizu-Wakamatsu City, Fukushima 965-8580, Japan)

About School of Computer Science and Engineering, The University of Aizu, Aizu-Wakamatsu City, Fukushima 965-8580, Japan

, 
Ding Shuxue

About Ding Shuxue

(School of Computer Science and Engineering, The University of Aizu, Aizu-Wakamatsu City, Fukushima 965-8580, Japan)

About School of Computer Science and Engineering, The University of Aizu, Aizu-Wakamatsu City, Fukushima 965-8580, Japan

, 
Xiang Li

About Xiang Li

(School of Computer Science and Engineering, The University of Aizu, Aizu-Wakamatsu City, Fukushima 965-8580, Japan)

About School of Computer Science and Engineering, The University of Aizu, Aizu-Wakamatsu City, Fukushima 965-8580, Japan


Material：
IEEE Conference Proceedings  (IEEE Conf Proc)

About IEEE Conference Proceedings


Volume： 2016  Issue： SMC  Page： 003546-003549  Publication year： 2016 
JST Material Number： W2441A  Document type： Proceedings
Article type： 原著論文  Country of issue： United States (USA)  Language： ENGLISH (EN)
Abstract/Point：
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In analysis dictionary learnin...
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simulation

About simulation

, 
degeneracy

About degeneracy

, 
convexity

About convexity

, 
*algorithm

About algorithm

, 
regularization

About regularization

, 
norm

About norm

, 
smoothness

About smoothness

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*learning

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learning algorithm

About learning algorithm


Semi thesaurus term：
Thesaurus term/Semi thesaurus term
Keywords indexed to the article.
All keywords is available on JDreamIII(charged).
On J-GLOBAL, this item will be available after more than half a year after the record posted. In addtion, medical articles require to login to MyJ-GLOBAL.
収束速度

About 収束速度

, 
スパース性

About スパース性

, 
*効率的アルゴリズム

About 効率的アルゴリズム

, 
*辞書学習

About 辞書学習

, 【Automatic Indexing@JST】
JST classification (2)：
JST classification
Category name(code) classified by JST.
Graphic and image processing in general 
(JE04010I)

About Graphic and image processing in general

,  Signal theory 
(ND02020G)

About Signal theory

Terms in the title (4)：
Terms in the title
Keywords automatically extracted from the title.
演算子

About 演算子

, 
解析

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, 
辞書学習

About 辞書学習

, 
効率的アルゴリズム

About 効率的アルゴリズム


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