Precise Brightfield Localization Alignment for Fourier Ptychographic Microscopy

Fourier ptychographic microscopy (FPM) is a recently developed microscope technology that overcomes the resolution limit of a low numerical aperture objective lens by employing angular varying illuminations. Combining the concepts of ptychography, synthetic aperture, and phase retrieval, FPM achieves high-resolution, wide-field, and quantitative phase imaging at the same time. In typical FPM systems, the angular varying illuminations are achieved with LED arrays whose positional misalignments bring significant errors in the reconstruction procedure. In previous studies, several LED array alignment methods are developed, which iteratively recover the positional misalignment parameters during the reconstruction. These methods consume additional calculations in FPM reconstruction and may not be practical in other microscopy system. In this work, we represent a preprocessing LED array alignment method by accurately localizing the brightfield area on the sample plane. By applying particle swarm optimization method and random sample consensus method, the global misalignment parameters can be estimated with high accuracy and speed. Both numerical simulations and actual system experiments are carried out to evaluate the effectiveness of our method and the results show that the reconstruction quality of high-resolution images is significantly improved by using our method.

[1]  J R Fienup,et al.  Phase retrieval algorithms: a comparison. , 1982, Applied optics.

[2]  J. Rodenburg,et al.  An improved ptychographical phase retrieval algorithm for diffractive imaging. , 2009, Ultramicroscopy.

[3]  Siyuan Dong,et al.  Aperture-scanning Fourier ptychography for 3D refocusing and super-resolution macroscopic imaging. , 2014, Optics express.

[4]  Robert C. Bolles,et al.  Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography , 1981, CACM.

[5]  R. Horstmeyer,et al.  Wide-field, high-resolution Fourier ptychographic microscopy , 2013, Nature Photonics.

[6]  Guoan Zheng,et al.  Embedded pupil function recovery for Fourier ptychographic microscopy. , 2014, Optics express.

[7]  Qionghai Dai,et al.  Content adaptive illumination for Fourier ptychography. , 2014, Optics letters.

[8]  A. G. Cullis,et al.  Hard-x-ray lensless imaging of extended objects. , 2007, Physical review letters.

[9]  Brendan Ames,et al.  Solving ptychography with a convex relaxation , 2014, New journal of physics.

[10]  Qian Chen,et al.  Coded multi-angular illumination for Fourier ptychography based on Hadamard codes , 2015, International Conference on Optical and Photonic Engineering.

[11]  Changhuei Yang,et al.  Counting White Blood Cells from a Blood Smear Using Fourier Ptychographic Microscopy , 2015, PloS one.

[12]  Guoan Zheng,et al.  Digital pathology with Fourier ptychography , 2015, Comput. Medical Imaging Graph..

[13]  James Kennedy,et al.  Particle swarm optimization , 2002, Proceedings of ICNN'95 - International Conference on Neural Networks.

[14]  Kannan Ramchandran,et al.  Multiplexed coded illumination for Fourier Ptychography with an LED array microscope. , 2014, Biomedical optics express.

[15]  R. Horstmeyer,et al.  High numerical aperture Fourier ptychography: principle, implementation and characterization. , 2015, Optics express.

[16]  Alex Shenfield,et al.  Evolutionary determination of experimental parameters for ptychographical imaging , 2011 .

[17]  L. Tian,et al.  3D intensity and phase imaging from light field measurements in an LED array microscope , 2015 .

[18]  Siyuan Dong,et al.  Spectral multiplexing and coherent-state decomposition in Fourier ptychographic imaging. , 2014, Biomedical optics express.

[19]  D. Sampson,et al.  High-resolution, wide-field object reconstruction with synthetic aperture Fourier holographic optical microscopy. , 2009, Optics express.

[20]  J. Rodenburg,et al.  Movable aperture lensless transmission microscopy: a novel phase retrieval algorithm. , 2004, Physical review letters.

[21]  Guoan Zheng,et al.  Quantitative phase imaging via Fourier ptychographic microscopy. , 2013, Optics letters.

[22]  Guoan Zheng,et al.  Fourier ptychographic microscopy for filtration-based circulating tumor cell enumeration and analysis , 2014, Journal of biomedical optics.

[23]  A. Ozcan,et al.  Synthetic aperture-based on-chip microscopy , 2015, Light: Science & Applications.

[24]  Guoan Zheng,et al.  Breakthroughs in Photonics 2013: Fourier Ptychographic Imaging , 2014, IEEE Photonics Journal.

[25]  Guoan Zheng,et al.  Reflective Fourier ptychography , 2016, Journal of biomedical optics.

[26]  Laura Waller,et al.  Real-time brightfield, darkfield, and phase contrast imaging in a light-emitting diode array microscope , 2014, Journal of biomedical optics.

[27]  Ashok Veeraraghavan,et al.  Toward Long-Distance Subdiffraction Imaging Using Coherent Camera Arrays , 2015, IEEE Transactions on Computational Imaging.

[28]  Qian Chen,et al.  Efficient positional misalignment correction method for Fourier ptychographic microscopy. , 2016, Biomedical optics express.

[29]  Kaikai Guo,et al.  Microscopy illumination engineering using a low-cost liquid crystal display. , 2015, Biomedical optics express.

[30]  Leslie H. Gesell,et al.  Theory of the synthetic aperture microscope , 1995, Optics + Photonics.

[31]  Kaikai Guo,et al.  Fourier Ptychography for Brightfield, Phase, Darkfield, Reflective, Multi-Slice, and Fluorescence Imaging , 2016, IEEE Journal of Selected Topics in Quantum Electronics.

[32]  Kaikai Guo,et al.  FPscope: a field-portable high-resolution microscope using a cellphone lens. , 2014, Biomedical optics express.

[33]  Qian Chen,et al.  Adaptive step-size strategy for noise-robust Fourier ptychographic microscopy. , 2016, Optics express.

[34]  Zeev Zalevsky,et al.  Synthetic aperture superresolution with multiple off-axis holograms. , 2006, Journal of the Optical Society of America. A, Optics, image science, and vision.

[35]  J. Rodenburg,et al.  The theory of super-resolution electron microscopy via Wigner-distribution deconvolution , 1992, Philosophical Transactions of the Royal Society of London. Series A: Physical and Engineering Sciences.