Graph regularised sparse NMF factorisation for imagery de‐noising

When utilising non‐negative matrix factorisation (NMF) to decompose a data matrix into the product of two low‐rank matrices with non‐negative entries, the noisy components of data may be introduced into the matrix. Many approaches have been proposed to address the problem. Different from them, the a...

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Bibliographic Details
Main Authors: Yixian Fang, Huaxiang Zhang, Yuwei Ren
Format: Article
Language:English
Published: Wiley 2018-06-01
Series:IET Computer Vision
Subjects:
Online Access:https://doi.org/10.1049/iet-cvi.2017.0263