A novel blind super-resolution technique based on the improved poisson maximum a posteriori algorithm

International Journal of Imaging Systems and Technology

Volumn 12, Issue 6, 2002, Pages 239-246

  Pan, Min Cheng ^a  

^a TUNG NAN INSTITUTE OF TECHNOLOGY   (Taiwan)

Author keywords

Image restoration; Poisson MAP; Super resolution; True image

Indexed keywords

BLIND SOURCE SEPARATION; CONVOLUTION; DIGITAL FILTERS; FOURIER TRANSFORMS; IMAGE ENHANCEMENT; IMAGE QUALITY; OPTICAL TRANSFER FUNCTION; PERTURBATION TECHNIQUES; POISSON DISTRIBUTION; SPURIOUS SIGNAL NOISE;

ADDITIVE NOISE; BLIND SUPER RESOLUTION TECHNIQUE; DECONVOLUTION; POISSON MAXIMUM A POSTERIORI ALGORITHM; TRUE IMAGE; WEINER FILTERS;

IMAGE RECONSTRUCTION;

EID: 85041106562     PISSN: 08999457     EISSN: None     Source Type: Journal    
DOI: 10.1002/ima.10032     Document Type: Article

References (25)

1. H.C. Andrews and B.R. Hunt, Digital image restoration, Prentice-Hall, Upper Saddle River, NJ, 1977.
2. G.R. Ayers and J.C. Dainty, Iterative blind deconvolution method and its applications, Opt Lett 13 (1988), 547-549.
3. B.L.K. Davey, R.G. Lane, and R.H.T. Bates, Blind deconvolution of noisy complex-valued image, Opt Commun 69 (1989), 353-356.
4. J.R. Feinup, Phase retrieval algorithms: a comparison, Appl Opt 21 (1982), 2758-2769.
5. B.R. Frieden, Restoring with maximum likelihood and maximum entropy, J Opt Soc Am 62 (1972), 511-518.
6. R.W. Gerchberg, Super-resolution through error energy reduction, Opt Acta 21 (1974), 709-720.
7. S. Haykin, editor, Blind deconvolution, Prentice Hall, Upper Saddle River, 1994.
8. B.R. Hunt and P.J. Sementilli, Description of a Poisson imagery super-resolution algorithm, D.M. Worrall, C. Biemserfer, and J. Barnes, editors. Astronomical Data Analysis Software and System I. Astronom Soc Pacific 25 (1992), 196-199.
9. A.K. Katsaggelos, editor, Digital image restoration. Springer-Verlag, New York, 1991.
10. A.K. Katsaggelos, R.L. Lagendijk, and J. Biemond, Constrained iterative identification and restoration of images, Proceedings of EURASIP (1988), 1585-1588.
11. D. Kundur and D. Hatzinakos, Blind image deconvolution, IEEE Signal Processing 13 (1996), 43-63.
12. D. Kundur and D. Hatzinakos, A novel blind deconvolution scheme for image restoration using recursive filtering, IEEE Trans Signal Processing 46 (1998), 375-390.
13. R.G. Lane, Blind deconvolution of speckle images, J Opt Soc Am A 9 (1992), 1508-1514.
14. A.H. Lettington and Q.H. Hong, Image restoration using a Lorentzian probability model, J Modern Optics 42 (1995a), 1367-1376.
15. A.H. Lettington and Q.H. Hong, Ringing artifact reduction for Poisson MAP superresolution algorithms, IEEE Signal Processing Lett 2 (1995b), 83-84.
16. L.B. Lucy, An iterative technique for the rectification of observed distributions, Astronomical J 79 (1974), 745-765.
17. B.C. McCallum, Blind deconvolution by simulated annealing, Opt Commun 75 (1990), 101-105.
18. M.C. Pan, A novel modified super-resolution algorithm for the suppression of ringing artifacts, Proceedings of the 13th IPPR Conference on Computer Vision, Graphics and Image Processing, Taipei, (2000), 438-444.
19. M.C. Pan and A.H. Lettington, Efficient method for improving Poisson MAP super-resolution, Electron Lett 35 (1999), 803-805.
20. W.H. Richardson, Bayesian-based iterative method of image restoration, J Opt Soc Am 62 (1972), 55-59.
21. P.J. Sementelli, M.S. Nadar, and B.R. Hunt, Poisson MAP super-resolution estimator with smoothness constraint, Proceedings of SPIE neural stochastic methods image signals processing II, San Diego, 2032 (1993), 2-13.
22. M.I. Sezan and A.M. Tekalp, Iterative image restoration with ringing suppression using POCS, Proceedings of IEEE int conf acoust speech signals processing (1998), 1300-1303.
23. M.I. Sezan and A.M. Tekalp, Survey of recent developments in digital image restoration, Opt Eng 29 (1990), 393-404.
24. N. Wiener, Extrapolation, interpolation, and smoothing of stationary time series, MIT Press, Cambridge, MA, 1942.
25. Y.L. You and M. Kaveh, A regularization approach to joint blur and image restoration, IEEE Trans Image Processing 5 (1996), 416-428.