A new method by steering kernel-based Richardson-Lucy algorithm for neutron imaging restoration

被引:5
|
作者
Qiao, Shuang [1 ]
Wang, Qiao [1 ]
Sun, Jia-ning [2 ]
Huang, Ji-peng [1 ]
机构
[1] NE Normal Univ, Sch Phys, Changchun 130024, Peoples R China
[2] NE Normal Univ, Sch Math & Stat, Changchun 130024, Peoples R China
基金
中国国家自然科学基金;
关键词
Neutron radiography; Richardson Lucy; Steering kernel regression; RADIOGRAPHY;
D O I
10.1016/j.nima.2013.10.001
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Motivated by industrial applications, neutron radiography has become a powerful tool for non-destructive investigation techniques. However, resulted from a combined effect of neutron flux, collimated beam, limited spatial resolution of detector and scattering, etc., the images made with neutrons are degraded severely by blur and noise. For dealing with it, by integrating steering kernel I egression into Richardson-Lucy approach, we present a novel restoration method in this paper, which is capable of suppressing noise while restoring details of the blurred imaging result efficiently. Experimental results show that compared with the other methods, the proposed method can improve the restoration quality both visually and quantitatively. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:541 / 545
页数:5
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