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用于去除包裹相位图中噪声的自适应多向频域滤波器

Adaptive multidirectional frequency domain filter for noise removal in wrapped phase patterns.

作者信息

Liu Guixiong, Chen Dongxue, Peng Yanhua, Zeng Qilin

出版信息

Appl Opt. 2016 Aug 1;55(22):5953-9. doi: 10.1364/AO.55.005953.

Abstract

In order to avoid the detrimental effects of excessive noise in the phase fringe patterns of a laser digital interferometer over the accuracy of phase unwrapping and the successful detection of mechanical fatigue defects, an effective method of adaptive multidirectional frequency domain filtering is introduced based on the characteristics of the energy spectrum of localized wrapped phase patterns. Not only can this method automatically set the cutoff frequency, but it can also effectively filter out noise while preserving the image edge information. Compared with the sine and cosine transform filtering and the multidirectional frequency domain filtering, the experimental results demonstrate that the image filtered by our method has the fewest number of residues and is the closest to the noise-free image, compared to the two aforementioned methods, demonstrating the effectiveness of this adaptive multidirectional frequency domain filter.

摘要

为避免激光数字干涉仪相位条纹图案中过多噪声对相位展开精度和机械疲劳缺陷成功检测产生不利影响,基于局部包裹相位图案能谱特性,引入一种有效的自适应多方向频域滤波方法。该方法不仅能自动设置截止频率,还能在保留图像边缘信息的同时有效滤除噪声。与正弦和余弦变换滤波以及多方向频域滤波相比,实验结果表明,与上述两种方法相比,用我们的方法滤波后的图像残留量最少,最接近无噪声图像,证明了这种自适应多方向频域滤波器的有效性。

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