首页|基于压缩感知的单帧复合图像绝对相位恢复方法

基于压缩感知的单帧复合图像绝对相位恢复方法

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图像相位恢复是一种处理技术,用于从图像中恢复相位信息,但是单帧复合图像绝对相位恢复中易受正弦调制光源衰减非线性的影响,导致图像相位恢复性能不佳.因此,设计基于压缩感知的单帧复合图像绝对相位恢复方法.构建单帧复合图像光学成像模型,进行了图像聚焦定位及相位恢复配准递进补偿,利用压缩感知进行线性重构,获取准确的可压缩绝对相位恢复信号,实现了单帧复合图像绝对相位恢复.实验结果表明,设计方法的峰值信噪比、结构相似性、信息熵较高,均方根误差较低,证明设计方法的恢复效果较好,具有可靠性,有一定的应用价值,可以为后续的图像动态识别与三维测量作参考.
An absolute phase recovery method of single-frame composite images based on compressed sensing
Image phase recovery is a processing technology,which is used to recover phase information from the image,but the absolute phase recovery of single-frame composite image is susceptible to the decay non-linear influence of sinusoidal modulated light source,leading to the poor performance of image phase recovery.Therefore,the absolute phase recovery method of single-frame composite images based on compression perception is designed.The optical imaging model of single frame composite image is con-structed,the image focus positioning and phase recovery registration are progressive compensation,and the linear reconstruction is used to obtain accurate compressible absolute phase recovery signal,and realize the absolute phase recovery of single frame com-posite image.The experimental results show that the peak signal-to-noise ratio,structural similarity,information entropy are high,and the root mean square error is low,which proves that the design method has good recovery effect,reliability and certain applica-tion value,and can be a reference for subsequent dynamic image identifications and 3D measurement.

compression sensingsingle framecomposite imagelight source attenuationoptical imagingoptical wave phase

俸闻婧

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贵阳职业技术学院信息科学系,贵阳 550081

压缩感知 单帧 复合图像 光源衰减 光学成像 光波相位

2024

现代计算机
中大控股

现代计算机

影响因子:0.292
ISSN:1007-1423
年,卷(期):2024.30(13)