Independent component analysis and nongaussianity for blind image deconvolution and deblurring

Integrated Computer-Aided Engineering

Volumn 15, Issue 3, 2008, Pages 219-228

  Yin, Hujun ^a   Hussain, Israr ^a  

^a UNIVERSITY OF MANCHESTER   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CONVOLUTION; GENETIC ALGORITHMS; INDEPENDENT COMPONENT ANALYSIS; OPTICAL TRANSFER FUNCTION;

BLIND DECONVOLUTION; BLIND IMAGE DECONVOLUTION AND DEBLURRING; BLURRING FUNCTIONS; INDEPENDENT COMPONENT ANALYSIS(ICA); MIXING MECHANISMS; NOISE CORRUPTION; PRIOR INFORMATION; SIGNAL PROCESSING APPLICATIONS;

IMAGE ENHANCEMENT;

EID: 48249129134     PISSN: 10692509     EISSN: None     Source Type: Journal    
DOI: 10.3233/ica-2008-15302     Document Type: Article

References (17)

1. G.R. Ayers and J.C. Dainty, Iterative blind deconvolution method and its applications, Optics Letters 13 (1988), 547-549.
2. M.R. Banham and A.K. Katsaggelos, Digital image restoration, IEEE Signal Processing Magazine 14(2) (1997), 24-41.
3. D.A. Fish, A.M. Brinicombe, E.R. Pike and J.C. Walker, Blind deconvolution by means of the Richardson-Lucy algorithm, Journal of the Optical Society of America A 12 (1995), 58-65.
4. R.C. Gonzalez and R.E. Woods, Digital Image Processing, Prentice Hall, 2002.
5. A. Hyvärinen, Survey on independent component analysis, Neural Computing Surveys 2 (1999), 94-128.
6. A. Hyvärinen, J. Karhunen and E. Oja, Independent Component Analysis, John Willey & Sons, 2001.
7. A. Jalobeanu, L.B. Feraud and J. Zerubia, An adaptive Gaussian model for satellite image deblurring, IEEE Trans. Image Processing 13 (2004), 613-621.
8. D. Kundur and D. Hatzinakos, Blind image deconvolution, IEEE Signal Processing Magazine 13(3) (1996), 43-64.
9. R.L. Lagendijk and J. Biemond, Basic methods for image restoration and identification, in: Handbook of Image and Video Processing, A.C. Bovik and J.D. Gibson, eds, 2000.
10. L.B. Lucy, An iterative technique for the rectification of observed images, Astronomical Journal 79 (1974), 745-754.
11. N. Moayeri and K. Konstantinides, An Algorithm for blind restoration of blurred and noisy images, Hewlett-Packard Labs Technical Report HPL-96-102, available at http://www.hpl.hp.com/techreports.
12. T.F. Rabie, R.M. Rangayyan and R.B. Paranjape, Adaptive-neighborhood image deblurring, Journal of Electronic Imaging 3 (1994), 368-378.
13. W.H. Richardson, Bayesian-based iterative method of image restoration, Journal of the Optical Society of America 62 (1972), 55-59.
14. S. Umeyama, Blind deconvolution of blurred images by use of ICA, Electronics and Communications in Japan Part III, 84 (2001), 1-9.
15. C. Vural and W.A. Sethares, Blind Deconvolution of Noisy Blurred Images Via Dispersion Minimization, 14th IEEE Int. Conf. on Digital Signal Processing, Santorini, Greece, 2002.
16. R.L. White, Image restoration using the damped Richardson-Lucy method, in: The Restoration of HST Images and Spectra - II, R.J. Hanisch and R.L. White, eds, 1994.
17. H. Yin and I. Hussain, ICA and Genetic Algorithms for lind Signal and Image Deconvolution and Deblurring, Proc. International Conference on intelligent Data Engineering and Automated Learning (IDEAL'06), LNCS-4224, 2006, 595-603.