Laser Technology, Volume. 44, Issue 2, 196(2020)
Fast super-resolution fluorescence microscopy by compressed sensing
[1] [1] GRUBER A, DRABENSTEDT A, TIETZ C, et al. Scanning confocal optical microscopy and magnetic resonance on single defect centers[J]. Science, 1997, 276(5321):2012-2014.
[2] [2] BETZIG E, PATTERSON G H, SOUGRAT R, et al. Imaging intracellular fluorescent proteins at nanometer resolution[J]. Science, 2006, 313(5793): 1642-1645.
[3] [3] RUST M J, BATES M, ZHUANG X W. Sub-diffraction-limit imaging by stochastic optical reconstruction microscopy (STORM) [J]. Nature Methods, 2010, 3(10):793-796.
[4] [4] DERTINGER T, COLYER R, IYER G, et al. Fast, background-free, 3-D super-resolution optical fluctuation imaging (SOFI)[J]. Proceedings of the National Academy of Sciences, 2009, 106(52):22287-22292.
[5] [5] ZHU L, ZHANG W, ELNATAN D, et al. Faster STORM using compressed sensing[J]. Nature Methods, 2012, 9(7):721-723.
[6] [6] BABCOCK H P, MOFFITT J R, CAO Y, et al. Fast compressed sensing analysis for super-resolution imaging using l1-homotopy[J]. Optics Express, 2013, 21(23):28583.
[7] [7] CANDES E J, WAKIN M B. An introduction to compressive sampling[J]. IEEE Signal Process Mag, 2008, 25(2): 21-30.
[8] [8] CANDS E J, FERNANDEZ C. Towards a mathematical theory of super-resolution[J]. Communications on Pure & Applied Mathematics, 2014, 67(6):906-956.
[9] [9] WU M,XING M D,ZHANG L.Two dimensional joint super-resolution ISAR imaging algorithm based on compressive sensing[J]. Journal of Electronics and Information Technology, 2014, 36(1):187-193(in Chinese).
[10] [10] LUSTING M, DONOHO D, PAULY J M. Sparse MRI: The application of compressed sensing for rapid MR imaging [J]. Magnetic Resonance in Medicine, 2010, 58(6):1182-1195.
[11] [11] WANG L Y, WEI Zh H, LUO Sh H, et al.Image superreconstruction for micro-CT based on compressed sensing[J].Journal of Image and Graphics,2012,17(4) :487-493(in Chinese).
[12] [12] GONG W L, HAN Sh Sh. Super-resolution ghost imaging via compressive sampling reconstruction [DB/OL]. (2009-10-26)[2019-7-4].https://arxiv.org/abs/0910.4823.
[13] [13] FIGUEIREDO M A T, NOWAK R D, WRIGHT S J. Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems[J]. IEEE Journal of Selected Topics in Signal Processing, 2008, 1(4):586-597.
[14] [14] CHENG T, CHEN D N, YU B. Compressive sensing post processing of STORM’s raw images and measurement matrix based on PSF[J]. Journal of Detection & Control, 2017, 39(4): 31-38 (in Ch-inese).
[15] [15] LI Sh, MA C W, LI Y, et al. Survey on reconstruction algorithm based on compressive sensing[J]. Infrared and Laser Engineering, 2013, 42(s1): 225-232(in Chinese).
[16] [16] STEPHANE G M, ZHANG Zh F. Matching pursuits with time-frequency dictionaries[J]. IEEE Transactions on Signal Processing, 1993, 41(12):3397-3415.
[17] [17] TROPP J A, GILBERT A C. Signal recovery from random measurements via orthogonal matching pursuit[J]. IEEE Transactions on Information Theory, 2007, 53(12):4655-4666.
[18] [18] CHEN S S, SAUNDERS D M A. Atomic decomposition by basis pursuit[J]. SIAM Review, 2001, 43(1):129-159.
[19] [19] MALEKI A. Coherence analysis of iterative thresholding algorithms[C]//2009 47th Annual Allerton Conference on Communication, Control, and Computing. New York,USA:IEEE, 2009:236-243.
[20] [20] GIACOBELLO D, CHRISTENSEN M G, MURTHI M N, et al. Enhancing sparsity in linear prediction of speech by iteratively reweighted 1-norm minimization[C]//2010 IEEE International Conference on Acoustics, Speech and Signal Processing. New York,USA:IEEE, 2010:4650-4653.
[21] [21] BARON D, SARYOTHAM S, BARANIUK R G. Bayesian compre-ssive sensing via belief propagation[J]. IEEE Transactions on Signal Processing, 2010, 58(1):269-280.
[22] [22] ROCKAFELLAR R T. Convex analysis[M]. Princeton,USA:Princeton University Press, 1970: 1-40.
[23] [23] BARZILAI J, BORWEIN J M. Two-point step size gradient methods[J]. IMA Journal of Numerical Analysis, 1988, 8(1):141-148.
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LI Wenwen, LIU Shupeng, WANG Zhongyang. Fast super-resolution fluorescence microscopy by compressed sensing[J]. Laser Technology, 2020, 44(2): 196
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Received: May. 5, 2019
Accepted: --
Published Online: Apr. 4, 2020
The Author Email: LIU Shupeng (liusp@shu.edu.cn)