An Improved Image Denoising Model Based on Nonlocal Means Filter
Joint Authors
Jin, Yan
Jiang, Wenyu
Shao, Jianlong
Lu, Jin
Source
Mathematical Problems in Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-07-04
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
The nonlocal means filter plays an important role in image denoising.
We propose in this paper an image denoising model which is a suitable improvement of the nonlocal means filter.
We compare this model with the nonlocal means filter, both theoretically and experimentally.
Experiment results show that this new model provides good results for image denoising.
Particularly, it is better than the nonlocal means filter when we consider the denoising for natural images with high textures.
American Psychological Association (APA)
Jin, Yan& Jiang, Wenyu& Shao, Jianlong& Lu, Jin. 2018. An Improved Image Denoising Model Based on Nonlocal Means Filter. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1209400
Modern Language Association (MLA)
Jin, Yan…[et al.]. An Improved Image Denoising Model Based on Nonlocal Means Filter. Mathematical Problems in Engineering No. 2018 (2018), pp.1-12.
https://search.emarefa.net/detail/BIM-1209400
American Medical Association (AMA)
Jin, Yan& Jiang, Wenyu& Shao, Jianlong& Lu, Jin. An Improved Image Denoising Model Based on Nonlocal Means Filter. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1209400
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1209400