| 泊松化图像复原的交替最小化算法 |
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| 引用本文：刘新武.泊松化图像复原的交替最小化算法[J].经济数学,2014,(3):14-17 |
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| 中文摘要:为了快速地去除图像中的泊松噪声, 本文在传统的交替方向算法基础上, 结合松弛算法提出了一个改进的快速交替最小化算法. 与经典的数值算法相比,数值试验表明提出的新算法不但能有效地实现泊松化图像复原, 还能大幅度地提高数值计算的速率, 并显著地减少电脑的CPU运行时间. |
| 中文关键词:图像复原 泊松噪声 全变差 交替最小化算法 |
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| Alternating Minimization Algorithm for Poissonian Image Restoration |
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| Abstract:To quickly remove Poisson noise, based on the traditional alternating direction method, this paper combined the relaxation method and proposed an improved alternating minimization algorithm. Compared with the classical numerical algorithm, numerical simulations demonstrate that the proposed strategy not only removes Poisson noise efficiently, but improves the speed of calculation substantially and reduces the computer CPU time noticeably. |
| keywords:image restoration Poisson noise total variation alternating minimization algorithm |
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