A novel dictionary learning-based approach for Ultrasound Elastography denoising

A novel dictionary learning-based approach for Ultrasound Elastography denoising

Ultrasound Elastography is a late-model Ultrasound imaging technique mainly used to diagnose tumors and diffusion diseases that can't be detected by traditional Ultrasound imaging. However, artifact noise, speckle noise, low contrast and low signal-to-noise ratio in images make disease diagnosi...

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Bibliographic Details
Main Authors: Yihua Song, Chen Ge, Ningning Song, Meili Deng
Format: Article
Language:English
Published: AIMS Press 2022-08-01
Series:Mathematical Biosciences and Engineering
Subjects:
dictionary learning
k-svd
denoising
pca
ultrasound elastography
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2022537?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2022537?viewType=HTML

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