Abstract
This chapter is concerned with MEM2, namely, MEM with the entropy expression
, or its plain form
.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
B. R. Frieden: J. Opt. Soc. Am. 62, 511–518 (1972).
T. S. Huang (ed.): Picture Processing and Digital Filtering, 2nd edn., Topics Appl. Phys., Vol. 6 (Springer, Berlin, Heidelberg 1979) Sect. 5.17.
S. F. Gull, J. Skilling: “The entropy of an image”, in Maximum-Entropy and Bayesian Methods in Inverse Problems, ed. by C. R. Smith, W. T. Grandy (Reidel, Dordrecht, Netherlands 1985) pp. 287–301.
T. J. Cornwell, K. F. Evans: Astron. Astrophys. 143, 77–83 (1985).
S. F. Gull, J. Skilling: “The maximum entropy method”, in Indirect Imaging, ed. by J. A. Roberts (Cambridge University Press, Cambridge, UK 1984) pp. 267–279.
N. Wu: “The maximum entropy method and its application in radio astronomy”, Ph.D. thesis, Sydney University, Sydney, Australia (1985).
N. Wu: IEEE Trans. ASSP-31, 486–491 (1983).
L. Zhang, Z. Wu: AMSE Rev. 11, 23–41 (1989).
C. Nadeu, M. Bertran-Salvans, J. Sole: Signal Processing, 10, 7–18 (1986).
Q. Cheng: Kexue Tongbao, China 30, 436–440 (1985).
H. J. Trussell: IEEE Trans. ASSP-28, 114–117 (1980).
N. Wu: IEEE Trans. ASSP-36, 294–296 (1988).
R. Willingaie: Mon. Not. R. Astr. Soc. 194, 359–364 (1981).
S. F. Gull, J. G. Daniell: Nature 272, 686–690 (1978).
N. Wu: Astron. Astrophys. 139, 555–557 (1984).
M. A. Delsuc: “A new maximum entropy processing algorithm, with applications to nuclear magnetic resonance experiments”, in i, ed. by J. Skilling (Kluwer, Dordrecht, Netherlands 1989) pp. 285–290.
J. Skilling, R. K. Bryan: Mon. Not. R. Astr. Soc. 211, 111–124 (1984).
X. Zhuang, E. 0stevold, R. M. Haralick: IEEE TVans. ASSP-35, 208–218 (1987).
J. Skilling: “The axiom of maximum entropy”, in Maximum-Entropy and Bayesian Methods in Science and Engineering (vol. 1), ed. by G. J. Erickson, C. R. Smith (Kluwer, Dordrecht, Netherlands 1989) pp. 173–187.
N. Weir: “Applications of maximum entropy techniques to HST data”, in Proc. 3rd ESO/ST–ECF Data Analysis Workshop, ed. by P. J. Grosbol, R. H. Warmeis (ESO, Garching, Germany 1991) pp. 115–129.
S. F. Gull, J. Skilling: Quantified Maximum Entropy MemSysS User’s Manual (Maximum Entropy Data Consultants Ltd. of England, Cambridge, UK 1991).
S. F. Gull: “Developments in maximum entropy data analysis”, in Maximum Entropy and Bayesian Methods, ed. by J. Skilling (Kluwer, Dordrecht, Netherlands 1989) pp. 53–71.
N. Weir, S. Djorgovski: “MEM: new techniques, application, and photometry”, in The Restoration of HST Images and Spectra, ed. by R. L. White, R. J. Allen (STScI, Baltimore, MD 1991) pp. 31–38.
N. Wu: “MEM package for image restoration in IRAF”, in Astronomical Data Analysis Software and Systems II, ed. by R. J. Hanisch, R. J. V. Brissenden, J. Barnes (Boston, MA 1992) pp. 520–523.
N. Wu: “MEM task for image restoration in IRAP5”, in Astronomical Data Analysis Software and Systems IV, ed. by R. A. Shaw, HL E. Payne, J. J. E. Hayes (STScI, Baltimore, MD 1994) pp. 305–308.
N. Wu: “Model updating in the MEM algorithm”, in The Restoration of HST Images and Spectra II, ed. by R. J. Hanisch, R. L. White (STScI, Baltimore, MD 1994) pp. 58–63.
P. K. Pina, R. C. Putter: Publications of Astronomical Society of the Pacific, 105, 630–637 (1993).
R. C. Putter, P. K. Pina: “Pixon-based image reconstruction”, paper presented at the 13th Int’l Workshop on Maximum Entropy and Bayesian Methods (Santa Barbara, CA 1993).
J. Nuñez, J. Llacer: Publications of Astronomical Society of the Pacific, 105, 1192–1208 (1993).
J. Nuñez, J. Llacer: “HST image restoration with variable resolution”, in The Restoration of HST Images and Spectra II, ed. by R. J. Hanisch, R. L. White (STScI, Baltimore, MD 1994) pp. 123–130.
J. Starck, E. Pantin: “Deconvolution by the multiscale maximum entropy method”, in Astronomical Data Analysis Software and Systems V, ed. by G. H. Jacoby, J. Barnes (Tucson, AZ 1995) pp. 191–194.
J. Skilling, A. W. Strong, K. Bennett: Mon. Not. R. Astr. Soc. 182, 145–152 (1979).
D. Ward–Thompson, D. S. Berry, E. I. Robson: Mon. Not. R. Astr. Soc. 257, 180–186 (1992).
G. Heidbreder: “Maximum entropy applications in radar”, in Maximum Entropy and Bayesian Methods, ed. by W. T. Grandy, L. H. Schick (Kluwer, Dordrecht, Netherlands 1991) pp. 127–136.
B. Borden: IEEE Trans. SP-40, 969–973 (1992).
R. K. Shevgaonkar: Astron. Astrophys. 176, 159–170 (1987).
G. Minerbo: Computer Graphics and Image Processing 10, 48–68 (1979).
Author information
Authors and Affiliations
Rights and permissions
Copyright information
© 1997 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Wu, N. (1997). Maximum Entropy Method MEM2 and Its Application in Image Restoration. In: The Maximum Entropy Method. Springer Series in Information Sciences, vol 32. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-60629-8_3
Download citation
DOI: https://doi.org/10.1007/978-3-642-60629-8_3
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-64484-9
Online ISBN: 978-3-642-60629-8
eBook Packages: Springer Book Archive