Multi-scale ultrasound image denoising algorithm based on deep learning model for super-resolution reconstruction

Author:

Gan Jianhong1ORCID,Wang Liping1ORCID,Liu Zhiming1ORCID,Wang Jiayun1ORCID

Affiliation:

1. Chengdu University of Information Technology, China

Publisher

ACM

Reference19 articles.

1. Sagheer S V M , George S N . A review on medical image denoising algorithms[J]. Biomedical signal processing and control , 2020 , 61: 102036.https://doi.org/10.1016/j.bspc.2020.102036 10.1016/j.bspc.2020.102036 Sagheer S V M, George S N. A review on medical image denoising algorithms[J]. Biomedical signal processing and control, 2020, 61: 102036.https://doi.org/10.1016/j.bspc.2020.102036

2. Laplacian pyramid based non-linear coherence diffusion for real-time ultrasound image speckle reduction

3. An adaptive median filter for image denoising[C]//2008 Second international symposium on intelligent information technology application;Chang C C;IEEE,2008

4. Balocco S , Gatta C , Pujol O , SRBF : Speckle reducing bilateral filtering[J]. Ultrasound in medicine & biology, 2010 , 36(8): 1353-1363.https://doi.org/10.1016/j.ultrasmedbio.2010.05.007 10.1016/j.ultrasmedbio.2010.05.007 Balocco S, Gatta C, Pujol O, SRBF: Speckle reducing bilateral filtering[J]. Ultrasound in medicine & biology, 2010, 36(8): 1353-1363.https://doi.org/10.1016/j.ultrasmedbio.2010.05.007

5. Li Z , Yu L , Trzasko J D , Adaptive nonlocal means filtering based on local noise level for CT denoising[J]. Medical physics , 2014 , 41(1): 011908.https://doi.org/10.1118/1.4851635 10.1118/1.4851635 Li Z, Yu L, Trzasko J D, Adaptive nonlocal means filtering based on local noise level for CT denoising[J]. Medical physics, 2014, 41(1): 011908.https://doi.org/10.1118/1.4851635

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