Limited-angle hybrid diffraction tomography for biological samples

In the paper the case of diffraction tomography with limited angle of projections is discussed from the experimental and algorithmic point of views. To reconstruct a 3D distribution of refractive index of an object under study, we use the hybrid approach, which enables to apply the standard Computer Tomography algorithms for phase data obtained by digital holography. We present the results of applying Simultaneous Algebraic Reconstruction Technique together with Anisotropic Total Variation minimization (SART+ATV) on both a phantom object and real data acquired from an experimental setup based on a Mach-Zehnder interferometer configuration. Also, the analysis of the influence of the limited number of projections within a limited angular range is presented. We prove that in the case of simulated data, the limited number of projections captured in a limited angular range can be compensated by higher number of iterations of the algorithm. We also show that SART+ATV method applied for experimental data gives better results than the popular Data Replenishment algorithm.

[1]  A. Kak,et al.  Simultaneous Algebraic Reconstruction Technique (SART): A Superior Implementation of the Art Algorithm , 1984, Ultrasonic imaging.

[2]  T. Kozacki,et al.  Investigation of limitations of optical diffraction tomography , 2007 .

[3]  Björn Kemper,et al.  Tomographic phase microscopy of living three-dimensional cell cultures , 2014, Journal of biomedical optics.

[4]  R. Gordon A tutorial on art (algebraic reconstruction techniques) , 1974 .

[5]  A. Devaney A Filtered Backpropagation Algorithm for Diffraction Tomography , 1982 .

[6]  J J Stamnes,et al.  Comparison of the filtered backpropagation and the filtered backprojection algorithms for quantitative tomography. , 1995, Applied optics.

[7]  Yongjin Sung,et al.  Video-rate tomographic phase microscopy. , 2011, Journal of biomedical optics.

[8]  V. Lauer New approach to optical diffraction tomography yielding a vector equation of diffraction tomography and a novel tomographic microscope , 2002, Journal of microscopy.

[9]  E. Sidky,et al.  Accurate image reconstruction from few-views and limited-angle data in divergent-beam CT , 2009, 0904.4495.

[10]  Yun-Seong Jeon,et al.  Rotation error correction by numerical focus adjustment in tomographic phase microscopy , 2009 .

[11]  J. Kostencka,et al.  Noise suppressed optical diffraction tomography with autofocus correction. , 2014, Optics express.

[12]  Tomasz Kozacki,et al.  Autofocusing method for tilted image plane detection in digital holographic microscopy , 2013 .

[13]  Thorsten M. Buzug,et al.  Greedy Projection Access Order for SART Simultaneous Algebraic Reconstruction Technique , 2013, Bildverarbeitung für die Medizin.

[14]  R. Gordon,et al.  A projection access order for speedy convergence of ART (algebraic reconstruction technique): a multilevel scheme for computed tomography , 1994, Physics in medicine and biology.

[15]  D. Brady,et al.  Video-rate compressive holographic microscopic tomography. , 2011, Optics express.

[16]  F. Natterer The Mathematics of Computerized Tomography , 1986 .

[17]  A. Bovik,et al.  A universal image quality index , 2002, IEEE Signal Processing Letters.

[18]  P. Marquet,et al.  Living specimen tomography by digital holographic microscopy: morphometry of testate amoeba. , 2006, Optics express.

[19]  O. Haeberlé,et al.  High-resolution three-dimensional tomographic diffractive microscopy of transparent inorganic and biological samples. , 2009, Optics letters.

[20]  Alexander M. Bronstein,et al.  Iterative reconstruction in diffraction tomography using nonuniform fast Fourier transform , 2002, Proceedings IEEE International Symposium on Biomedical Imaging.

[21]  YongKeun Park,et al.  High-resolution three-dimensional imaging of red blood cells parasitized by Plasmodium falciparum and in situ hemozoin crystals using optical diffraction tomography , 2013, Journal of biomedical optics.

[22]  M. Takeda,et al.  Fourier-transform method of fringe-pattern analysis for computer-based topography and interferometry , 1982 .

[23]  Yi Liu,et al.  A three-dimensional gap filling method for large geophysical datasets: Application to global satellite soil moisture observations , 2012, Environ. Model. Softw..

[24]  A. V. Likhachov Projection data replenishment algorithm for limited angle tomography , 2009 .

[25]  Malgorzata Kujawinska,et al.  Limited-angle tomography applied to biological objects , 2013 .

[26]  Kees Joost Batenburg,et al.  DART: A Practical Reconstruction Algorithm for Discrete Tomography , 2011, IEEE Transactions on Image Processing.

[27]  Xin Jin,et al.  A limited-angle CT reconstruction method based on anisotropic TV minimization , 2013, Physics in medicine and biology.

[28]  D Verhoeven,et al.  Limited-data computed tomography algorithms for the physical sciences. , 1993, Applied optics.

[29]  C. Fang-Yen,et al.  Optical diffraction tomography for high resolution live cell imaging. , 2009, Optics express.

[30]  Michael Unser,et al.  Fast iterative reconstruction of differential phase contrast X-ray tomograms. , 2013, Optics express.

[31]  Damien Garcia,et al.  Robust smoothing of gridded data in one and higher dimensions with missing values , 2010, Comput. Stat. Data Anal..

[32]  P. Midgley,et al.  Reducing the missing wedge: High-resolution dual axis tomography of inorganic materials. , 2006, Ultramicroscopy.