A Fast Algorithm for Denoising Magnitude Diffusion-Weighted Images with Rank and Edge Constraints

Lam Fan; Liu Ding; Song Zhuang; Schuff Norbert; Liang Zhi-Pei

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A Fast Algorithm for Denoising Magnitude Diffusion-Weighted Images with Rank and Edge Constraints

机译：具有秩和边约束的幅值加权加权图像去噪的快速算法

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摘要

Purpose: To accelerate denoising of magnitude diffusion-weighted images subject to joint rank and edge constraints.

机译：目的：加速受联合秩和边缘约束的幅度扩散加权图像的去噪。

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来源
《Magnetic resonance in medicine: official journal of the Society of Magnetic Resonance in Medicine》 |2016年第1期|共8页
作者
Lam Fan; Liu Ding; Song Zhuang; Schuff Norbert; Liang Zhi-Pei;
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原文格式 PDF
正文语种 eng
中图分类影像诊断学;
关键词
diffusion imaging; magnitude image denoising; noncentral chi distribution; rank constraint; edge constraint; majorize-minimize algorithm;

机译：扩散成像;幅值图像去噪;非中心分布;秩约束;边缘约束;最大化最小化算法;
入库时间 2022-08-18 11:28:49

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专利

1. A Fast Algorithm for Denoising Magnitude Diffusion-Weighted Images with Rank and Edge Constraints [J] . Lam Fan, Liu Ding, Song Zhuang, Magnetic resonance in medicine: official journal of the Society of Magnetic Resonance in Medicine . 2016,第1期

机译：具有秩和边约束的幅值加权加权图像去噪的快速算法
2. Fast algorithm with theoretical guarantees for constrained low-tubal-rank tensor recovery in hyperspectral images denoising [J] . Zhao Xi-Le, Zhang Hao, Jiang Tai-Xiang, Neurocomputing . 2020,第Nova6期

机译：具有在高光谱图像去噪中受到约束低管级张力恢复的理论保证的快速算法
3. Medical Image Denoising Algorithm Based on Sparse Nonlocal Regularized Weighted Coding and Low Rank Constraint [J] . Quan Yuan, Zhenyun Peng, Zhencheng Chen, Scientific programming . 2021,第a期

机译：基于稀疏非本地正则化加权编码和低等级约束的医学图像去噪算法
4. Denoising diffusion-weighted MR magnitude image sequences using low rank and edge constraints [C] . Lam Fan, Babacan S. Derin, Haldar Justin P., Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on . 2012

机译：使用低秩和边缘约束对扩散加权MR幅值图像序列进行去噪
5. High-resolution diffusion imaging with DIFRAD-FSE (diffusion-weighted radial acquisition with fast spin echo) MRI. [D] . Theilmann, Rebecca Jean. 2001

机译：使用DIFRAD-FSE（具有快速自旋回波的扩散加权径向采集）MRI的高分辨率扩散成像。
6. A Fast Algorithm for Denoising Magnitude Diffusion-Weighted Images with Rank and Edge Constraints [O] . Fan Lam, Ding Liu, Zhuang Song, -1

机译：具有秩和边约束的幅值加权加权图像去噪的快速算法
7. Wavelet denoising in voxel-based parametric estimation of small animal PET images: a systematic evaluation of spatial constraints and noise reduction algorithms [O] . Yi Su, Kooresh I Shoghi 2008

机译：基于体素的小波去噪小型动物宠物图像的参数估计：对空间约束和降噪算法的系统评估

A Fast Algorithm for Denoising Magnitude Diffusion-Weighted Images with Rank and Edge Constraints

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