A Novel Speckle Noise Removal Algorithm Based on ADMM and Energy Minimization Method. (12th August 2020)
- Record Type:
- Journal Article
- Title:
- A Novel Speckle Noise Removal Algorithm Based on ADMM and Energy Minimization Method. (12th August 2020)
- Main Title:
- A Novel Speckle Noise Removal Algorithm Based on ADMM and Energy Minimization Method
- Authors:
- Chen, Bo
Lv, Yan
Zou, Jinbin
Chen, Wensheng
Pan, Binbin - Other Names:
- Zhang Xinguang Academic Editor.
- Abstract:
- Abstract : 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.
- Is Part Of:
- Journal of function spaces. Volume 2020(2020)
- Journal:
- Journal of function spaces
- Issue:
- Volume 2020(2020)
- Issue Display:
- Volume 2020, Issue 2020 (2020)
- Year:
- 2020
- Volume:
- 2020
- Issue:
- 2020
- Issue Sort Value:
- 2020-2020-2020-0000
- Page Start:
- Page End:
- Publication Date:
- 2020-08-12
- Subjects:
- Function spaces -- Periodicals
515.7305 - Journal URLs:
- https://www.hindawi.com/journals/jfs/ ↗
- DOI:
- 10.1155/2020/3416958 ↗
- Languages:
- English
- ISSNs:
- 2314-8896
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD Digital store
- Ingest File:
- 14339.xml