Image processing using Newton-based algorithm of nonnegative matrix factorization

被引：2
作者：
Hu, Li-Ying [1 ]
Guo, Gong-De [1 ]
Ma, Chang-Feng [1 ]
机构：
[1] Fujian Normal Univ, Sch Math & Comp Sci, Fuzhou 350007, Peoples R China
来源：
APPLIED MATHEMATICS AND COMPUTATION | 2015年 / 269卷
基金：
中国国家自然科学基金;
关键词：
Image processing; Nonnegative matrix factorization; Gradient direction; Newton direction; SPLITTING ITERATION METHODS; POSITIVE-DEFINITE;
D O I：
10.1016/j.amc.2015.08.034
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
In this paper, we propose a Newton-based algorithm for nonnegative matrix factorization in image processing. We employ the new algorithm to three real-world databases. Extensive numerical results show the feasibility and validity of the proposed algorithm. (C) 2015 Elsevier Inc. All rights reserved.
引用
收藏
页码：956 / 964
页数：9
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