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Optics Letters

Optics Letters


  • Editor: Anthony J. Campillo
  • Vol. 31, Iss. 12 — Jun. 15, 2006
  • pp: 1839–1841

Blind image deconvolution using the zero-lag slice of higher-order statistics

Wenkai Lu  »View Author Affiliations

Optics Letters, Vol. 31, Issue 12, pp. 1839-1841 (2006)

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A novel algorithm for blind image deconvolution using the zero-lag slice (ZLS) of higher-order statistics only is presented. This method first estimates the point-spread function (PSF) using the ZLS of its third-order moment (TOM) and then uses it with one of the known classical image deconvolution methods. The proposed method has simple computations for PSF estimation because it solves a nonlinear problem by using an iterative method with fast convergence. In each iteration, one need only calculate the ZLS of the TOM and estimate the PSF using simple two-dimensional operations. Furthermore, the method presented achieves good results, since the ZLS estimate obtained from the degraded image exhibits high reliability. The good performance of the proposed algorithm is demonstrated by applying it to synthetic and real data sets.

© 2006 Optical Society of America

OCIS Codes
(100.1830) Image processing : Deconvolution
(100.3020) Image processing : Image reconstruction-restoration

ToC Category:
Image Processing

Original Manuscript: February 22, 2006
Manuscript Accepted: April 2, 2006

Wenkai Lu, "Blind image deconvolution using the zero-lag slice of higher-order statistics," Opt. Lett. 31, 1839-1841 (2006)

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  1. D. Kundur and D. Hatzinakos, IEEE Signal Process. Mag. 13, 43 (1996). [CrossRef]
  2. W. Lu, Electron. Lett. 39, 425 (2003). [CrossRef]
  3. Y. Xu and G. Crebbin, in Proceedings of the International Conference on Image Processing (IEEE, 1996), Vol. 3, p. 77.
  4. C. Y. Chi and C. H. Chen, IEEE Trans. Signal Process. 49, 864 (2001). [CrossRef]
  5. M. M. Bronstein, A. M. Bronstein, M. Zibulevsky, and Y. Y. Zeevi, IEEE Trans. Image Process. 14, 726 (2005). [CrossRef] [PubMed]
  6. C. L. Niklias and A. P. Petropulu, Higher-Order Spectral Analysis: A Nonlinear Signal Processing Framework (Prentice-Hall, 1993).
  7. W. Lu, IEEE Signal Process. Lett. 12, 725 (2005). [CrossRef]

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