Grating-assisted spatial phase-shifting incoherent digital holography with compressive sensing for noise reduction

Teruyoshi Nobukawa, Yutaro Katano, Tetsuhiko Muroi, N. Kinoshita, Norihiko Ishii
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Abstract

We have proposed grating-assisted spatial phase-shifting incoherent digital holography for capturing holograms of dynamically moving objects. With our method, four individual self-reference holograms of a spatially incoherent light are simultaneously created on an image sensor. Thus, it is possible to detect complex amplitude distribution from a single captured image by using a phase-shifting technique. In the present study, we aim to improve the quality of reconstructed images in our method by introducing compressive sensing. To validate the effectiveness of compressive sensing in our method, a 3D image was reconstructed from detected complex amplitude distribution by enforcing the sparsity constraint on the total variation of a signal. As a result, the introduction of compressive sensing can effectively reduce noise and out-of-focus artifacts in our method.
光栅辅助空间相移非相干数字全息压缩感知降噪
我们提出了光栅辅助的空间相移非相干数字全息术,用于捕获动态运动物体的全息图。利用我们的方法,在图像传感器上同时创建四个空间非相干光的自我参考全息图。因此,可以通过使用相移技术从单个捕获的图像中检测复杂的振幅分布。在本研究中,我们的目标是在我们的方法中引入压缩感知来提高重建图像的质量。为了验证压缩感知在我们的方法中的有效性,通过对信号的总变化施加稀疏性约束,从检测到的复振幅分布重建三维图像。因此,在我们的方法中引入压缩感知可以有效地降低噪声和失焦伪影。
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