A novel Speckle noise removal algorithm based on ADMM and energy minimization method (Q2198913)
From MaRDI portal
scientific article
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | A novel Speckle noise removal algorithm based on ADMM and energy minimization method |
scientific article |
Statements
A novel Speckle noise removal algorithm based on ADMM and energy minimization method (English)
0 references
15 September 2020
0 references
Summary: 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.
0 references
image denoising
0 references
medical ultrasound image
0 references
numerical results
0 references
0 references
0 references
0 references
0 references
0 references
0 references
0 references
0 references
