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Solving inverse problems for optical scanning holography using an adaptively iterative shrinkage-thresholding algorithm
Zhao, Fengjun1; Qu, Xiaochao1; Zhang, Xin2; Poon, Ting-Chung3; Kim, Taegeun4; Kim, You Seok4; Liang, Jimin1; Jimin Liang
Source PublicationOPTICS EXPRESS
2012-03-12
Volume20Issue:6Pages:5942-5954
SubtypeArticle
AbstractOptical scanning holography (OSH) records a three-dimensional object into a two-dimensional hologram through two-dimensional optical scanning. The recovery of sectional images from the hologram, termed as an inverse problem, has been previously implemented by conventional methods as well as the use of l(2) norm. However, conventional methods require time consuming processing of section by section without eliminating the defocus noise and the l(2) norm method often suffers from the drawback of over-smoothing. Moreover, these methods require the whole hologram data (real and imaginary parts) to eliminate the twin image noise, whose computation complexity and the sophisticated post-processing are far from desirable. To handle these difficulties, an adaptively iterative shrinkage-thresholding (AIST) algorithm, characterized by fast computation and adaptive iteration, is proposed in this paper. Using only a half hologram data, the proposed method obtained satisfied on-axis reconstruction free of twin image noise. The experiments of multi-planar reconstruction and improvement of depth of focus further validate the feasibility and flexibility of our proposed AIST algorithm. (c) 2012 Optical Society of America
KeywordOsh
WOS HeadingsScience & Technology ; Physical Sciences
WOS KeywordSECTIONAL IMAGE-RECONSTRUCTION ; INTERIOR-POINT METHOD ; BIOLUMINESCENCE TOMOGRAPHY ; SIGNAL RECOVERY ; MICROSCOPY
Indexed BySCI
Language英语
WOS Research AreaOptics
WOS SubjectOptics
WOS IDWOS:000301877700035
Citation statistics
Cited Times:11[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/8016
Collection脑网络组研究中心
Corresponding AuthorJimin Liang
Affiliation1.Xidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China
2.Chinese Acad Sci, Ctr Computat Med, Natl Lab Pattern Recognit, Inst Automat, Beijing 100190, Peoples R China
3.Virginia Tech, Bradley Dept Elect & Comp Engn, Blacksburg, VA 24061 USA
4.Sejong Univ, Dept Opt Engn, Seoul 134747, South Korea
Recommended Citation
GB/T 7714
Zhao, Fengjun,Qu, Xiaochao,Zhang, Xin,et al. Solving inverse problems for optical scanning holography using an adaptively iterative shrinkage-thresholding algorithm[J]. OPTICS EXPRESS,2012,20(6):5942-5954.
APA Zhao, Fengjun.,Qu, Xiaochao.,Zhang, Xin.,Poon, Ting-Chung.,Kim, Taegeun.,...&Jimin Liang.(2012).Solving inverse problems for optical scanning holography using an adaptively iterative shrinkage-thresholding algorithm.OPTICS EXPRESS,20(6),5942-5954.
MLA Zhao, Fengjun,et al."Solving inverse problems for optical scanning holography using an adaptively iterative shrinkage-thresholding algorithm".OPTICS EXPRESS 20.6(2012):5942-5954.
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