能量分布识别相位畸变的自适应双域滤波方法
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国家自然科学基金青年科学基金项目(No.51505125)资助


Adaptive dual domain filtering method for identifying phase distortion of energy distribution
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    摘要:

    在基于能量分布识别相位畸变方法中,条纹图像的质量是影响畸变识别精度的主要因素之一。为了准确辨别条纹相位畸变,需对条纹图像进行滤波处理,滤除图像中的噪声以及背景信息等。提出了一种基于能量分布的自适应图像滤波方法,通过傅里叶变换将图像转换为能量分布图,根据畸变与未畸变图像能量弥散度差值大小对小波滤波的阈值进行调整,旨在寻求能量弥散度差值最大的阈值作为针对当前图像的滤波方法可接受阈值。通过对单空域、单频域以及双域滤波方法进行实验验证,结果表明单一使用空域或频域滤波处理,畸变图像与未畸变图像能量分布差别在1.4 %~3.2 %,使用非自适应双域滤波方法进行滤波处理,能量分布差别在7 %以上,而采用自适应双域滤波方法进行滤波处理,能量分布差别超过8 %。自适应双域滤波方法显著提高了能量的识别精度。

    Abstract:

    In the method of identifying phase distortion based on energy distribution,the quality of fringe image is one of the main factors affecting the accuracy of distortion recognition.In order to accurately distinguish the phase distortion,the fringe image needs to be filtered to filter out noise and background information in the image.An adaptive image filtering method based on energy distribution is proposed,which converts an image into an energy distribution map by Fourier transform.The threshold of wavelet filtering is adjusted according to the difference between the dispersive and undistorted image energy dispersion.It is intended to seek a threshold with the largest difference in energy dispersion as an acceptable threshold for the filtering method for the current image.Experimental verification is performed on single spatial domain,single frequency domain and dual domain filtering methods.The results show that the energy distribution between the distorted image and the undistorted image is between 1.4 % and 3.2 % in a single spatial or frequency domain filtering process.The non-adaptive dual-domain filtering method is used for filtering,the energy distribution is more than 7 %,while the adaptive dual-domain filtering method is used for filtering,and the energy distribution difference exceeds 8 %.The adaptive dual-domain filtering method significantly improves the energy recognition accuracy.

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王一,李辉,宋宝根.能量分布识别相位畸变的自适应双域滤波方法[J].激光与红外,2019,49(7):905~912
WANG Yi, LI Hui, SONG Bao-gen. Adaptive dual domain filtering method for identifying phase distortion of energy distribution[J]. LASER & INFRARED,2019,49(7):905~912

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  • 在线发布日期: 2019-12-03
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