干扰(通信)
斑点图案
模式(计算机接口)
噪音(视频)
相(物质)
希尔伯特-黄变换
计算机科学
散斑噪声
算法
信噪比(成像)
人工智能
计算机视觉
光学
物理
滤波器(信号处理)
图像(数学)
电信
量子力学
操作系统
频道(广播)
作者
Mehwish Shafi Khan,Ping Zhong,Yu Chen,Xin Tang,Muhammad Imran,Rana Zubair
摘要
In this paper, a phase denoised digital speckle pattern interferometry (DSPI) method based on improved variational mode decomposition (IVMD) is proposed to reduce the noise interference in DSPI phase maps. The first step is to decompose the DSPI phase map using the IVMD method and obtain the optimal mode components. Then, an adaptively mode threshold method is proposed for processing the mode components based on the characteristics of the mode components. To obtain the denoised DSPI phase map, the denoised mode components are reconstructed. The results demonstrate that the proposed method is effective in filtering out noise interference and the peak signal-to-noise ratio (PSNR) is higher than that of other denoised methods.
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