SECTIONAL IMAGE RECONSTRUCTION IN OPTICAL SCANNING HOLOGRAPHY USING COMPRESSED SENSING

被引:6
作者
Zhang, Xin [1 ]
Lam, Edmund Y. [1 ]
机构
[1] Univ Hong Kong, Imaging Syst Lab, Dept Elect & Elect Engn, Hong Kong, Hong Kong, Peoples R China
来源
2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING | 2010年
关键词
Image reconstruction; holography; sectional image; compressed sensing; INFORMATION; MICROSCOPY;
D O I
10.1109/ICIP.2010.5652768
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Optical scanning holography is a form of digital holographic system, which allows us to capture a three-dimensional (3D) object in the two-dimensional (2D) hologram. A post-processing step known as sectional image reconstruction can then be applied to reconstruct a 2D plane of the object. In this paper, we show that the Fourier transform of the hologram corresponds to samples along a semi-spherical surface of the Fourier transform of the 3D object. Since the Fourier basis satisfies the uniform uncertainty principle, we can view the hologram capture as a form of compressed sensing, and reconstruction of the sectional images can then be accomplished by solving a total variation minimization problem.
引用
收藏
页码:3349 / 3352
页数:4
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