Parametric blind deconvolution based on 3-D Gaussian model

Guangdianzi Jiguang/Journal of Optoelectronics Laser

Volumn 17, Issue 4, 2006, Pages 493-497

  Liu, Ying ^a   He, Xiao Hai ^a   Tao, Qing Chuan ^a   Zhao, Jia ^a  

^a SICHUAN UNIVERSITY   (China)

Author keywords

3 D Gaussian point spread function (PSF); Computational optical sectioning microscopy; Parametric blind deconvolution (PBD)

Indexed keywords

ALGORITHMS; CALCULATIONS; ESTIMATION; FUNCTIONS; OPTICAL MICROSCOPY; THREE DIMENSIONAL;

COMPUTATIONAL OPTICAL SECTIONING MICROSCOPY; MICROSCOPIC OPTICAL SLICES; PARAMETRIC BLIND DECONVOLUTION (PBD); SPECIMEN FUNCTION; THREE DIMENSIONAL GAUSSIAN MODEL; THREE DIMENSIONAL GAUSSIAN POINT SPREAD FUNCTION (PSF);

IMAGE RECONSTRUCTION;

EID: 33745641690     PISSN: 10050086     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (14)

1. Pickard B G. Contemplating the plasmalemmal control center model[J]. Proptoplasma, 1994, 182: 1-9.
2. Kam Z, Minden J S, Agard D A, et al. Drsophila gastrulation: analysis of cell shape changes in living embryos by three-dimensional fluorescence microscopy[J]. Development, 1991, 112: 364-370.
3. ZHAO Wei-qian, QIU Li-rong, DING Xue-mei, et al. Effect of defocused state on lateral resolution property of confo-cal microscopy system[J]. Journal of Optoelectronics·Laser, 2004, 15(8): 963-966.(in Chinese)
4. Pawley J P. Handbook of Biological Confocal Microscopy[M]. New York: Plenum Press, 1995.
5. HUANG Xiang-dong, TAN Jiu-bin. Multiresolution edge detection of confocal microscopic image[J]. Journal of Optoelectronics·Laser, 2005, 16(4): 458-461.(in Chinese)
6. McNally J G. Computational optical-sectioning microscopy for 3-D quantitation of cell motion: results and challenges[A]. SPIE[C]. 1994, 2302: 342-351.
7. Markhan J, Conchello J A. Parametic blind deconvolution: a robust method for the simultaneour estimation of image and blur[J]. Journal of the Optical Society of America A, 1999, 16(10): 2377-2391.
8. Conchello J A, Yu Q. Parametric blind deconvolution of fluorescence microscopy images: preliminary results[A]. SPIE[C]. 1996, 2655: 164-174.
9. Conchello J A, Hansen E W. Enhanced 3-D reconstruction from confocal scanning microscope images. 1: Deterministic and maximum likelihood reconstructions[J]. Applied Optics, 1990, 29(26): 3795-3804.
10. DeGroot M H. Probability and Statistics[M]. Reading, MA: Addison Wesley, 1984. 348-349.
11. Snyder D, Miller M I. Random Point Processes in Time and Space[M]. New York: Springer Vorlag, 1991.
12. Dempster A P, Laird N M, Rubin D B. Maximum likelihood from incomplete data via the EM algorithm[J]. Journal of the Royal Statistical Society B, 1977, 39(1): 1-38.
13. R Fletcher, C M Reeves. Function minimization by conjugate gradients[J]. Comput J, 1964, 7: 149-154.
14. Gibson F S, Lanni F. Experimental test of an analytical model of aberration in an oil-immersion objective lens used in three-dimensional light microscopy[J]. J Opt Soc Am A: 1991, 8: 1601-1613.