Further improvements to the ptychographical iterative engine

被引:339
作者
Maiden, Andrew [1 ]
Johnson, Daniel [1 ]
Li, Peng [1 ]
机构
[1] Univ Sheffield, Dept Elect & Elect Engn, Sheffield S1 3JD, S Yorkshire, England
基金
英国工程与自然科学研究理事会;
关键词
X-RAY PTYCHOGRAPHY; PHASE RETRIEVAL; TRANSMISSION MICROSCOPY; ALGORITHM; FIELD; SUPERRESOLUTION; ERRORS;
D O I
10.1364/OPTICA.4.000736
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Ptychography is a form of phase imaging that uses iterative algorithms to reconstruct an image of a specimen from a series of diffraction patterns. It is swiftly developing into a mainstream technique, with a growing list of applications across a range of imaging modalities. As the field has advanced, numerous reconstruction algorithms have been proposed, yet the early approaches have not seen major improvement and remain popular. In this paper, we revisit the first such algorithm, the ptychographical iterative engine (PIE), and show how a simple revision and powerful extension can deliver an order of magnitude speed increase and handle difficult data sets where the original version fails completely.
引用
收藏
页码:736 / 745
页数:10
相关论文
共 40 条
[1]  
Bertsekas D. P., 2011, OPTIMIZATION MACHINE, V3
[2]   Fourier ptychographic reconstruction using Wirtinger flow optimization [J].
Bian, Liheng ;
Suo, Jinli ;
Zheng, Guoan ;
Guo, Kaikai ;
Chen, Feng ;
Dai, Qionghai .
OPTICS EXPRESS, 2015, 23 (04) :4856-4866
[3]   Proximal Splitting Methods in Signal Processing [J].
Combettes, Patrick L. ;
Pesquet, Jean-Christophe .
FIXED-POINT ALGORITHMS FOR INVERSE PROBLEMS IN SCIENCE AND ENGINEERING, 2011, 49 :185-+
[4]   Deterministic electron ptychography at atomic resolution [J].
D'Alfonso, A. J. ;
Morgan, A. J. ;
Yan, A. W. C. ;
Wang, P. ;
Sawada, H. ;
Kirkland, A. I. ;
Allen, L. J. .
PHYSICAL REVIEW B, 2014, 89 (06)
[5]   Noise models for low counting rate coherent diffraction imaging [J].
Godard, Pierre ;
Allain, Marc ;
Chamard, Virginie ;
Rodenburg, John .
OPTICS EXPRESS, 2012, 20 (23) :25914-25934
[6]   Phase retrieval with transverse translation diversity: a nonlinear optimization approach [J].
Guizar-Sicairos, Manuel ;
Fienup, James R. .
OPTICS EXPRESS, 2008, 16 (10) :7264-7278
[7]   Proximal Heterogeneous Block Implicit-Explicit Method and Application to Blind Ptychographic Diffraction Imaging [J].
Hesse, Robert ;
Luke, D. Russell ;
Sabach, Shoham ;
Tam, Matthew K. .
SIAM JOURNAL ON IMAGING SCIENCES, 2015, 8 (01) :426-457
[8]   High-resolution non-destructive three-dimensional imaging of integrated circuits [J].
Holler, Mirko ;
Guizar-Sicairos, Manuel ;
Tsai, Esther H. R. ;
Dinapoli, Roberto ;
Muller, Elisabeth ;
Bunk, Oliver ;
Raabe, Jorg ;
Aeppli, Gabriel .
NATURE, 2017, 543 (7645) :402-+
[9]   Solving ptychography with a convex relaxation [J].
Horstmeyer, Roarke ;
Chen, Richard Y. ;
Ou, Xiaoze ;
Ames, Brendan ;
Tropp, Joel A. ;
Yang, Changhuei .
NEW JOURNAL OF PHYSICS, 2015, 17
[10]  
Hruszkewycz SO, 2017, NAT MATER, V16, P244, DOI [10.1038/NMAT4798, 10.1038/nmat4798]