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Volumn 9, Issue 7, 1992, Pages 1052-1061

Blind deconvolution of quantum-limited incoherent imagery: Maximum-likelihood approach

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; COMPUTER ASSISTED DIAGNOSIS; COMPUTER SIMULATION; FLUORESCENCE MICROSCOPY; MATHEMATICS; STATISTICAL MODEL;

EID: 0026887712     PISSN: 10847529     EISSN: 15208532     Source Type: Journal    
DOI: 10.1364/JOSAA.9.001052     Document Type: Article
Times cited : (198)

References (60)
  • 1
    • 84975591464 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • A. P. Dempster, N. M. Laird, and D. B. Rubin, “Maximum likelihood from incomplete data via the EM algorithm,” J. R. Stat. Soc. B 39, 1-37 (1977).
    • (1977) J. R. Stat. Soc. B , vol.39 , pp. 1-37
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 2
    • 0020194763 scopus 로고
    • Maximum likelihood reconstruction for emission tomography
    • L. A. Shepp and Y. Vardi, “Maximum likelihood reconstruction for emission tomography,” IEEE Trans. Med. Imag. MI-1, 113-122 (1982).
    • (1982) IEEE Trans. Med. Imag. , vol.MI-1 , pp. 113-122
    • Shepp, L.A.1    Vardi, Y.2
  • 3
    • 0020761641 scopus 로고
    • Image reconstruction from listmode data in an emission tomography system having time-of- flight measurements
    • D. Snyder and D. G. Politte, “Image reconstruction from listmode data in an emission tomography system having time-of- flight measurements,” IEEE Trans. Nucl. Sci. NS-30, 1843-1849 (1983).
    • (1983) IEEE Trans. Nucl. Sci. , vol.NS-30 , pp. 1843-1849
    • Snyder, D.1    Politte, D.G.2
  • 4
    • 0023363121 scopus 로고
    • A theoretical study of some maximum likelihood algorithms for emission and transmission tomography
    • K. Lange, M. Bahn, and R. Little, ‘A theoretical study of some maximum likelihood algorithms for emission and transmission tomography,” IEEE Trans. Med. Imag. MI-6, 106-114 (1987).
    • (1987) IEEE Trans. Med. Imag. , vol.MI-6 , pp. 106-114
    • Lange, K.1    Bahn, M.2    Little, R.3
  • 5
    • 0022142465 scopus 로고
    • The use of sieves to stabilize images produced with the EM algorithm for emission tomography
    • D. L. Snyder and M. I. Miller, “The use of sieves to stabilize images produced with the EM algorithm for emission tomography,” IEEE Trans. Nucl. Sci. NS-32, 3864-3872 (1985).
    • (1985) IEEE Trans. Nucl. Sci. , vol.NS-32 , pp. 3864-3872
    • Snyder, D.L.1    Miller, M.I.2
  • 6
    • 0023422273 scopus 로고
    • Noise and edge artifacts in maximum-likelihood reconstructions for emission tomography
    • D. L. Snyder, M. I. Miller, L. J. Thomas Jr., and D. G. Politte, “Noise and edge artifacts in maximum-likelihood reconstructions for emission tomography,” IEEE Trans. Med. Imag. MI-6, 228-238 (1987).
    • (1987) IEEE Trans. Med. Imag , vol.MI-6 , pp. 228-238
    • Snyder, D.L.1    Miller, M.I.2    Thomas, L.J.3    Politte, D.G.4
  • 7
    • 0026121689 scopus 로고
    • Corrections for accidental coincidences and attenuation in maximum-likelihood image reconstruction for positron-emission tomography
    • D. G. Politte and D. L. Snyder, “Corrections for accidental coincidences and attenuation in maximum-likelihood image reconstruction for positron-emission tomography,” IEEE Trans. Med. Imag. 10, 82-89 (1991).
    • (1991) IEEE Trans. Med. Imag. , vol.10 , pp. 82-89
    • Politte, D.G.1    Snyder, D.L.2
  • 8
    • 84939061977 scopus 로고
    • MLE reconstruction of a brain phantom using a Monte Carlo transition matrix and a statistical stopping rule
    • E. Veklerov and J. Llacer, “MLE reconstruction of a brain phantom using a Monte Carlo transition matrix and a statistical stopping rule,” IEEE Trans. Nucl. Sci. 35, 603-607 (1988).
    • (1988) IEEE Trans. Nucl. Sci. , vol.35 , pp. 603-607
    • Veklerov, E.1    Llacer, J.2
  • 9
    • 0023314408 scopus 로고
    • Implementing and accelerating the EM algorithm for positron emission tomography
    • L. Kaufman, “Implementing and accelerating the EM algorithm for positron emission tomography,” IEEE Trans. Med. Imag. MI-6, 37-51 (1987).
    • (1987) IEEE Trans. Med. Imag. , vol.MI-6 , pp. 37-51
    • Kaufman, L.1
  • 10
    • 10344255031 scopus 로고
    • On the acceleration of maximum likelihood algorithms
    • S. J. Dwyer and R. H. Schneider, eds., Proc. Soc. Photo-Opt. Instrum. Eng
    • C. E. Metz and C. T. Chen, “On the acceleration of maximum likelihood algorithms,” in Medical Imaging II, S. J. Dwyer and R. H. Schneider, eds., Proc. Soc. Photo-Opt. Instrum. Eng. 914, 344-349 (1988).
    • (1988) Medical Imaging II , vol.914 , pp. 344-349
    • Metz, C.E.1    Chen, C.T.2
  • 11
    • 0022683404 scopus 로고
    • Accelerated iterative reconstruction for positron emission tomography based on the EM algorithm for maximum likelihood estimation
    • R. M. Lewitt and G. Muehllehner, ‘Accelerated iterative reconstruction for positron emission tomography based on the EM algorithm for maximum likelihood estimation,” IEEE Trans. Med. Imag. MI-5, 16-22 (1986).
    • (1986) IEEE Trans. Med. Imag. , vol.MI-5 , pp. 16-22
    • Lewitt, R.M.1    Muehllehner, G.2
  • 13
    • 45049085300 scopus 로고
    • Fast MLE for SPECT using an intermediate polar representation and a stopping criterion
    • T. Hebert, R. Leahy, and M. Singh, “Fast MLE for SPECT using an intermediate polar representation and a stopping criterion,” IEEE Trans. Nucl. Sci. 35, 615-619 (1988).
    • (1988) IEEE Trans. Nucl. Sci. , vol.35 , pp. 615-619
    • Hebert, T.1    Leahy, R.2    Singh, M.3
  • 15
    • 0000781777 scopus 로고
    • Maximum-likelihood image restoration adapted for noncoherent optical imaging
    • T. J. Holmes, “Maximum-likelihood image restoration adapted for noncoherent optical imaging,” J. Opt. Soc. Am. A 5, 666-673 (1988).
    • (1988) J. Opt. Soc. Am. A , vol.5 , pp. 666-673
    • Holmes, T.J.1
  • 16
    • 0001049838 scopus 로고
    • Expectation-maximization restoration of band-limited, truncated point-process intensities with application in microscopy
    • T. J. Holmes, “Expectation-maximization restoration of band-limited, truncated point-process intensities with application in microscopy,” J. Opt. Soc. Am. A 6, 1006-1014 (1989).
    • (1989) J. Opt. Soc. Am. A , vol.6 , pp. 1006-1014
    • Holmes, T.J.1
  • 17
    • 0013532607 scopus 로고
    • Three-dimensional reconstruction of noisy confocal scanning microscope images
    • J. E. Wampler, ed., Proc. Soc. Photo-Opt. Instrum. Eng
    • J. Conchello and E. W. Hansen, “Three-dimensional reconstruction of noisy confocal scanning microscope images,” in New Methods in Microscopy and Low Light Imaging, J. E. Wampler, ed., Proc. Soc. Photo-Opt. Instrum. Eng. 1161, 279-285 (1989).
    • (1989) New Methods in Microscopy and Low Light Imaging , vol.1161 , pp. 279-285
    • Conchello, J.1    Hansen, E.W.2
  • 19
    • 84975603097 scopus 로고
    • High-resolution imaging at low-light levels through weak turbulence
    • D. L. Snyder and T. J. Schulz, “High-resolution imaging at low-light levels through weak turbulence,” J. Opt. Soc. Am. A 7, 1251-1265 (1990).
    • (1990) J. Opt. Soc. Am. A , vol.7 , pp. 1251-1265
    • Snyder, D.L.1    Schulz, T.J.2
  • 20
    • 0013506310 scopus 로고
    • Richardson-Lucy/maximum likelihood image restoration for fluorescence microscopy: Further testing
    • T. J. Holmes and Y. H. Liu, “Richardson-Lucy/maximum likelihood image restoration for fluorescence microscopy: Further testing,” Appl. Opt. 28, 4930-4938 (1989).
    • (1989) Appl. Opt. , vol.28 , pp. 4930-4938
    • Holmes, T.J.1    Liu, Y.H.2
  • 21
    • 0026337086 scopus 로고
    • Increased depth-of-field and stereo pairs of fluorescence micrographs via inverse filtering and maximum likelihood estimation
    • T. J. Holmes, Y. H. Liu, D. Khosla, and D. A. Agard, “Increased depth-of-field and stereo pairs of fluorescence micrographs via inverse filtering and maximum likelihood estimation,” J. Microsc. 164, 217-237 (1991).
    • (1991) J. Microsc. , vol.164 , pp. 217-237
    • Holmes, T.J.1    Liu, Y.H.2    Khosla, D.3    Agard, D.A.4
  • 22
    • 84975664128 scopus 로고
    • Acceleration of maximum- likelihood image restoration for fluorescence microscopy and other noncoherent imagery
    • T. J. Holmes and Y. H. Liu, “Acceleration of maximum- likelihood image restoration for fluorescence microscopy and other noncoherent imagery,” J. Opt. Soc. Am. A 8, 893-907 (1991).
    • (1991) J. Opt. Soc. Am. A , vol.8 , pp. 893-907
    • Holmes, T.J.1    Liu, Y.H.2
  • 23
    • 0002594849 scopus 로고
    • Bayesian-based iterative method of image restoration
    • W H. Richardson, “Bayesian-based iterative method of image restoration,” J. Opt. Soc. Am. 62, 55-59 (1972).
    • (1972) J. Opt. Soc. Am. , vol.62 , pp. 55-59
    • Richardson, W.H.1
  • 24
    • 0001050714 scopus 로고
    • An iterative technique for the rectification of observed distributions
    • L. B. Lucy, ‘An iterative technique for the rectification of observed distributions,” Astron. J. 79, 745-765 (1974).
    • (1974) Astron. J. , vol.79 , pp. 745-765
    • Lucy, L.B.1
  • 25
    • 0023936983 scopus 로고
    • Iterative blind deconvolution method and its applications
    • G. R. Ayers and J. C. Dainty, “Iterative blind deconvolution method and its applications,” Opt. Lett. 13, 547-549 (1988).
    • (1988) Opt. Lett. , vol.13 , pp. 547-549
    • Ayers, G.R.1    Dainty, J.C.2
  • 26
    • 0025386211 scopus 로고
    • Blind deconvolution by simulated annealing
    • B. C. McCallum, “Blind deconvolution by simulated annealing,” Opt. Commun. 75, 101-105 (1990).
    • (1990) Opt. Commun. , vol.75 , pp. 101-105
    • McCallum, B.C.1
  • 27
    • 0024302083 scopus 로고
    • Blind deconvolution of noisy complex-valued image
    • B. L. K. Davey, R. G. Lane, and R. H. T. Bates, “Blind deconvolution of noisy complex-valued image,” Opt. Commun. 69, 353-356 (1989).
    • (1989) Opt. Commun. , vol.69 , pp. 353-356
    • Davey, B.L.K.1    Lane, R.G.2    Bates, R.H.T.3
  • 28
    • 84975646183 scopus 로고
    • Iterative blind deconvolution algorithm applied to phase retrieval
    • J. H. Seldin and J. R. Fienup, “Iterative blind deconvolution algorithm applied to phase retrieval,” J. Opt. Soc. Am. A 7, 428-433 (1990).
    • (1990) J. Opt. Soc. Am. A , vol.7 , pp. 428-433
    • Seldin, J.H.1    Fienup, J.R.2
  • 29
    • 84975582167 scopus 로고
    • Automatic multidimensional deconvolution
    • R. G. Lane and R. H. T. Bates, ‘Automatic multidimensional deconvolution,” J. Opt. Soc. Am. A 4, 180-188 (1987).
    • (1987) J. Opt. Soc. Am. A , vol.4 , pp. 180-188
    • Lane, R.G.1    Bates, R.H.T.2
  • 30
    • 84975635983 scopus 로고
    • Some implications of zero sheets for blind deconvolution and phase retrieval
    • R. H. T. Bates, B. K. Quek, and C. R. Parker, “Some implications of zero sheets for blind deconvolution and phase retrieval,” J. Opt. Soc. Am. A 7, 468-479 (1990).
    • (1990) J. Opt. Soc. Am. A , vol.7 , pp. 468-479
    • Bates, R.H.T.1    Quek, B.K.2    Parker, C.R.3
  • 31
    • 0001628038 scopus 로고
    • Nonlinear filtering of multiplied and convolved signals
    • A. V. Oppenheim, R. W Schafer, and T. G. Stockham, “Nonlinear filtering of multiplied and convolved signals,” Proc. IEEE 56, 1264-1291 (1968).
    • (1968) Proc. IEEE , vol.56 , pp. 1264-1291
    • Oppenheim, A.V.1    Schafer, R.W.2    Stockham, T.G.3
  • 32
    • 0016495712 scopus 로고
    • Blind deconvolution through digital signal processing
    • T. G. Stockham, T. M. Cannon, and R. B. Ingebretsen, “Blind deconvolution through digital signal processing,” Proc. IEEE 63, 678-692 (1968).
    • (1968) Proc. IEEE , vol.63 , pp. 678-692
    • Stockham, T.G.1    Cannon, T.M.2    Ingebretsen, R.B.3
  • 33
    • 84949069862 scopus 로고
    • Super-resolution through error energy reduction
    • R. W Gerchberg and W. O. Saxton, “Super-resolution through error energy reduction,” Opt. Acta 21, 709-720 (1974).
    • (1974) Opt. Acta , vol.21 , pp. 709-720
    • Gerchberg, R.W.1    Saxton, W.O.2
  • 34
    • 0024054564 scopus 로고
    • On statistical identification of a class of linear space-invariant blurs using nonminimumphase ARMA models
    • A. M. Tekalp and H. Kaufman, “On statistical identification of a class of linear space-invariant blurs using nonminimumphase ARMA models,” IEEE Trans. Acoust. Speech Signal Process. 36, 1360-1363 (1988).
    • (1988) IEEE Trans. Acoust. Speech Signal Process. , vol.36 , pp. 1360-1363
    • Tekalp, A.M.1    Kaufman, H.2
  • 35
    • 0025463347 scopus 로고
    • Identification and restoration of noisy blurred images using the expectation- maximization algorithm
    • R. L. Lagendijk, J. Biemond, and D. E. Boekee, “Identification and restoration of noisy blurred images using the expectation- maximization algorithm,” IEEE Trans. Acoust. Speech Signal Process. 38, 1180-1191 (1990).
    • (1990) IEEE Trans. Acoust. Speech Signal Process. , vol.38 , pp. 1180-1191
    • Lagendijk, R.L.1    Biemond, J.2    Boekee, D.E.3
  • 36
    • 0021119618 scopus 로고
    • Optical sectioning microscopy
    • D. A. Agard, “Optical sectioning microscopy,” Ann. Rev. Bioeng. 13, 191-219 (1984).
    • (1984) Ann. Rev. Bioeng. , vol.13 , pp. 191-219
    • Agard, D.A.1
  • 38
    • 0025637357 scopus 로고
    • Solution of Toeplitz systems for the restoration of 3-D optical-sectioning microscopy data
    • L. C. Smith, ed., Proc. Soc. Photo-Opt. Instrum. Eng
    • M. Koshy, D. A. Agard, and J. W Sedat, “Solution of Toeplitz systems for the restoration of 3-D optical-sectioning microscopy data,” in Bioimaging and Two-Dimensional Spectroscopy, L. C. Smith, ed., Proc. Soc. Photo-Opt. Instrum. Eng. 1205, 64-71 (1990).
    • (1990) Bioimaging and Two-Dimensional Spectroscopy , vol.1205 , pp. 64-71
    • Koshy, M.1    Agard, D.A.2    Sedat, J.W.3
  • 39
    • 0025693865 scopus 로고
    • Image restoration in 3-D microscopy with limited data
    • L. C. Smith, ed., Proc. Soc. Photo-Opt. Instrum. Eng
    • W Carrington, “Image restoration in 3-D microscopy with limited data,” in Bioimaging and Two-Dimensional Spectroscopy, L. C. Smith, ed., Proc. Soc. Photo-Opt. Instrum. Eng. 1205, 72-83 (1990).
    • (1990) Bioimaging and Two-Dimensional Spectroscopy , vol.1205 , pp. 72-83
    • Carrington, W.1
  • 40
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • S. Geman and D. Geman, “Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images,” IEEE Trans. Pattern Anal. Mach. Intell. PAMI-6, 721-741 (1984).
    • (1984) IEEE Trans. Pattern Anal. Mach. Intell. , vol.PAMI-6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 41
    • 58149386611 scopus 로고
    • Statistical models of a priori information for image processing: Neighboring correlation constraints
    • L. Liang, “Statistical models of a priori information for image processing: Neighboring correlation constraints,” J. Opt. Soc. Am. A 5, 2026-2031 (1988).
    • (1988) J. Opt. Soc. Am. A , vol.5 , pp. 2026-2031
    • Liang, L.1
  • 42
    • 0024681039 scopus 로고
    • A generalized EM algorithm for Bayesian reconstruction from Poisson data using Gibbs priors
    • T. Hebert and R. Leahy, ‘A generalized EM algorithm for Bayesian reconstruction from Poisson data using Gibbs priors,” IEEE Trans. Med. Imag. 8, 194-202 (1989).
    • (1989) IEEE Trans. Med. Imag. , vol.8 , pp. 194-202
    • Hebert, T.1    Leahy, R.2
  • 43
    • 0025404969 scopus 로고
    • Bayesian reconstructions from emission tomography data using a modified EM algorithm
    • P. J. Green, “Bayesian reconstructions from emission tomography data using a modified EM algorithm,” IEEE Trans. Med. Imag. 9, 84-93 (1990).
    • (1990) IEEE Trans. Med. Imag. , vol.9 , pp. 84-93
    • Green, P.J.1
  • 44
    • 84975654610 scopus 로고
    • Digital composition of images with increased depth of focus considering depth information
    • S. A. Sugimoto and Y. Ichioka, “Digital composition of images with increased depth of focus considering depth information,” Appl. Opt. 24, 2076-2080 (1985).
    • (1985) Appl. Opt. , vol.24 , pp. 2076-2080
    • Sugimoto, S.A.1    Ichioka, Y.2
  • 45
    • 84975581907 scopus 로고
    • Digitized optical microscopy with extended depth of field
    • K. Itoh, A. Hayashi, and Y. Ichioka, “Digitized optical microscopy with extended depth of field,” Appl. Opt. 28, 3487-3493 (1989).
    • (1989) Appl. Opt. , vol.28 , pp. 3487-3493
    • Itoh, K.1    Hayashi, A.2    Ichioka, Y.3
  • 46
    • 5344236007 scopus 로고
    • Size and shape of the confocal spot: Control and relation to 3-D imaging and image processing
    • J. Pawley, ed. (IMR, Madison, Wise
    • G. J. Brackenhoff, K. Visscher, and H. T. M. Van Der Voort, “Size and shape of the confocal spot: Control and relation to 3-D imaging and image processing,” in The Handbook of Biological Confocal Microscopy, J. Pawley, ed. (IMR, Madison, Wise., 1989), pp. 79-82.
    • (1989) The Handbook of Biological Confocal Microscopy , pp. 79-82
    • Brackenhoff, G.J.1    Visscher, K.2    Van Der Voort, H.T.M.3
  • 47
    • 0025058091 scopus 로고
    • Determination of three-dimensional imaging properties of a light microscope system: Partial confocal behavior in epifluorescence microscopy
    • Y. Hiraoka, J. W. Sedat, and D. A. Agard, “Determination of three-dimensional imaging properties of a light microscope system: Partial confocal behavior in epifluorescence microscopy,” Biophys. J. 57, 325-333 (1990).
    • (1990) Biophys. J. , vol.57 , pp. 325-333
    • Hiraoka, Y.1    Sedat, J.W.2    Agard, D.A.3
  • 48
    • 0023642534 scopus 로고
    • The use of a charge-coupled device for quantitative optical microscopy of biological structures
    • Y. Hiraoka, J. W. Sedat, and D. A. Agard, “The use of a charge-coupled device for quantitative optical microscopy of biological structures,” Science 238, 36-41 (1987).
    • (1987) Science , vol.238 , pp. 36-41
    • Hiraoka, Y.1    Sedat, J.W.2    Agard, D.A.3
  • 49
    • 0041007342 scopus 로고
    • Fluctuations of light beams
    • E. Wolf, ed. (Wiley, New York
    • L. Mandel, “Fluctuations of light beams,” in Progress in Optics, E. Wolf, ed. (Wiley, New York, 1963), Vol. 2, pp. 181-248.
    • (1963) Progress in Optics , vol.2 , pp. 181-248
    • Mandel, L.1
  • 50
    • 0019572508 scopus 로고
    • A mathematical model for positron-emission tomography systems having time-of-flight measurements
    • D. L. Snyder, L. J. Thomas, and M. M. Ter-Pogossian, ‘A mathematical model for positron-emission tomography systems having time-of-flight measurements,” IEEE Trans. Nucl. Sci. NS-28, 3575-3583 (1981).
    • (1981) IEEE Trans. Nucl. Sci. , vol.NS-28 , pp. 3575-3583
    • Snyder, D.L.1    Thomas, L.J.2    Ter-Pogossian, M.M.3
  • 51
    • 0023383312 scopus 로고
    • The role of likelihood and entropy in incomplete-data problems: Applications to esti mating point-process intensities and Toeplitz constrained covariances
    • M. I. Miller and D. L. Snyder, “The role of likelihood and entropy in incomplete-data problems: Applications to esti mating point-process intensities and Toeplitz constrained covariances,” Proc. IEEE 75, 892-907 (1987).
    • (1987) Proc. IEEE , vol.75 , pp. 892-907
    • Miller, M.I.1    Snyder, D.L.2
  • 55
    • 0022012335 scopus 로고
    • Three-dimensional imaging by a microscope
    • N. Striebl, “Three-dimensional imaging by a microscope,” J. Opt. Soc. Am. A 2, 121-127 (1985).
    • (1985) J. Opt. Soc. Am. A , vol.2 , pp. 121-127
    • Striebl, N.1
  • 58
    • 0002210265 scopus 로고
    • On the convergence properties of the EM algorithm
    • C. F. J. Wu, “On the convergence properties of the EM algorithm,” Ann. Stat. 11, 95-103 (1983).
    • (1983) Ann. Stat. , vol.11 , pp. 95-103
    • Wu, C.F.J.1
  • 59
    • 0023745554 scopus 로고
    • Bayesian imaging using Goods roughness measure implementation on a massively parallel processor
    • Multidimensional Signal Processing
    • B. Roysam, J. A. Shrauner, and M. I. Miller, “Bayesian imaging using Good’s roughness measure implementation on a massively parallel processor,” in 1988 International Conference on Acoustics, Speech, and Signal Processing (Institute of Electrical and Electronics Engineers, New York, 1988), Vol. 2: Multidimensional Signal Processing, pp. 932-935.
    • (1988) 1988 International Conference on Acoustics, Speech, and Signal Processing , vol.2 , pp. 932-935
    • Roysam, B.1    Shrauner, J.A.2    Miller, M.I.3


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