Nonparametric Bayesian dictionary learning algorithm based on structural similarity

Nonparametric Bayesian dictionary learning algorithm based on structural similarity

Though nonparametric Bayesian methods possesses significant superiority with respect to traditional comprehensive dictionary learning methods,there is room for improvement of this method as it needs more consideration over the structural similarity and variability of images.To solve this problem,a n...

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Bibliographic Details
Main Authors: Daoguang DONG, Guosheng RUI, Wenbiao TIAN, Jian KANG, Ge LIU
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2019-01-01
Series:Tongxin xuebao
Subjects:
nonparametric Bayesian
dictionary learning
structural similarity
denoising
compressed sensing
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019015/
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