An enhanced NAS-RIF algorithm for blind image deconvolution

IEEE Transactions on Image Processing

Volumn 8, Issue 7, 1999, Pages 988-992

  Ong, Chin Ann ^a   Chambers, Jonathon A ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

Blind image deconvolution; Classification; Conjugate gradient; Deblurring

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; CONVERGENCE OF NUMERICAL METHODS; IMAGE ENHANCEMENT; IMAGE RECONSTRUCTION; INVERSE PROBLEMS; ITERATIVE METHODS; MATHEMATICAL MODELS; RECURSIVE FUNCTIONS; SPURIOUS SIGNAL NOISE;

BLIND IMAGE DECONVOLUTION; CONJUGATE GRADIENT ALGORITHM; PIXEL CLASSIFICATION; PIXEL INTENSITY LEVELS; RECURSIVE INVERSE FILTERING;

PATTERN RECOGNITION;

EID: 0032637818     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/83.772250     Document Type: Article

References (10)

1. D. Kundur and D. Hatzinakos, "Blind image deconvolution," IEEE Signal Processing Mag., vol. 13, pp. 43-64, 1996.
2. D. Kundur and D. Hatzinakos, "Blind image deconvolution revisited," IEEE Signal Processing Mag., vol. 13, pp. 61-63, 1996.
3. M. R. Banham and A. K. Katsaggelos, "Digital image restoration," IEEE Signal Processing Mag., vol. 14, pp. 24-41, 1997.
4. G. R. Ayers and J. C. Dainty, "Iterative blind deconvolution method and its applications," Opt. Lett., vol. 13, pp. 547-549, 1988.
5. B. C. McCallum, "Blind deconvolution by simulated annealing," Opt. Commun., vol. 75, pp. 101-105, 1990.
6. D. Kundur, "Blind deconvolution of still images using recursive inverse filtering," M.A.Sc. thesis, Dept. Elect. Comput. Eng., Univ. Toronto, Toronto, Ont., Canada, 1995.
7. C. A. Ong, "Blind image restoration using the NAS-RIF algorithm," M.Eng. thesis, Dept. Electr. Electron. Eng., Imperial College, Univ. London, U.K., 1997.
8. E. Polak, Optimization Algorithms and Consistent Approximations. Berlin, Germany: Springer-Verlag, 1997.
9. R. C. Gonzalez and P. Wintz, Digital Image Processing, 2nd ed. Reading, M: Addison-Wesley, 1987.
10. A. K. Jain, Fundamentals of Digital Image Processing. Englewood Cliffs, NJ: Prentice-Hall, 1989.