A Novel Speckle Noise Removal Algorithm Based on ADMM and Energy Minimization Method
Joint Authors
Lv, Yan
Zou, Jinbin
Pan, Binbin
Chen, Wen-Sheng
Chen, Bo
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-17, 17 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-08-12
Country of Publication
Egypt
No. of Pages
17
Main Subjects
Abstract EN
Speckle noise removal in medical ultrasound images is a challenging task.
In this paper, a new model is proposed to removal speckle noise, alternating direction method of multipliers algorithm is employed to solve the new energy minimization model.
The convexity, existence, and uniqueness of the new energy minimization model’s solution are proved.
Series of experiments are designed in this paper.
Numerical results show that the new algorithm can reduce the step effect effectively obtain good results in visual effect and quantitative measures by comparing with some traditional models.
American Psychological Association (APA)
Chen, Bo& Lv, Yan& Zou, Jinbin& Chen, Wen-Sheng& Pan, Binbin. 2020. A Novel Speckle Noise Removal Algorithm Based on ADMM and Energy Minimization Method. Journal of Function Spaces،Vol. 2020, no. 2020, pp.1-17.
https://search.emarefa.net/detail/BIM-1185321
Modern Language Association (MLA)
Chen, Bo…[et al.]. A Novel Speckle Noise Removal Algorithm Based on ADMM and Energy Minimization Method. Journal of Function Spaces No. 2020 (2020), pp.1-17.
https://search.emarefa.net/detail/BIM-1185321
American Medical Association (AMA)
Chen, Bo& Lv, Yan& Zou, Jinbin& Chen, Wen-Sheng& Pan, Binbin. A Novel Speckle Noise Removal Algorithm Based on ADMM and Energy Minimization Method. Journal of Function Spaces. 2020. Vol. 2020, no. 2020, pp.1-17.
https://search.emarefa.net/detail/BIM-1185321
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1185321