Regularized image restoration in multiresolution spaces

Optical Engineering

Volumn 36, Issue 6, 1997, Pages 1738-1744

  Stephanakis, Ioannis M ^a  

^a NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

Author keywords

Image restoration; Iterative algorithms; Multiresolution analysis; Regularization

Indexed keywords

EID: 0010012249     PISSN: 00913286     EISSN: None     Source Type: Journal    
DOI: 10.1117/1.601368     Document Type: Article

References (15)

1. H. C. Andrews and B. R. Hunt, Digital Image Restoration, Prentice-Hall, Englewood Cliffs, NJ (1977).
2. A. K. Katsaggelos, Ed., Digital Image Restoration, Springer Series in Information Sciences, Vol. 23, Springer-Verlag, Heidelberg (1991).
3. A. N. Tikhonov and V. Y. Arsenin, Solution of Ill-Posed Problems, V. H. Winston and Sons, Washington, DC (1977).
4. D. M. Titterington, "General structure of regularization procedures in image reconstruction," Astron. Astrophys. 144, 381-387 (1985).
5. A. K. Katsaggelos, J. Biemond, R. W. Schafer, and R. M. Mersereau, "A regularized iterative image restoration algorithm," IEEE Trans. Signal Process. 39(4), 914-929 (1991).
6. S. J. Reeves and R. M. Mersereau, "Optimal estimation of the regularization parameter and stabilizing functional for regularized image restoration," Opt. Eng. 29(5), 446-454 (1990).
7. M. G. Kang and A. K. Katsaggelos, "Frequency-domain adaptive iterative image restoration and evaluation of the regularization parameter," Opt. Eng. 33(10), 3222-3232 (1994).
8. M. G. Kang and A. K. Katsaggelos, "Simultaneous iterative image restoration and evaluation of the regularization parameter," IEEE Trans. Signal Process. 40(9), 2329-2334 (1992).
9. I. Daubechies, "Orthonormal bases of compactly supported wavelets," Commun. Pure Appl. Math. XLI, 909-996 (1988).
10. I. Daubechies, "The wavelet transform, time-frequency localization and signal analysis," IEEE Trans. Inf. Theory 36(5), 961-1005 (1990).
11. S. Mallat, "Multifrequency channel decompositions of images and wavelet models," IEEE Trans. Acoust. Speech Signal Process. 37(12), 2091-2110 (1989).
12. M. R. Banham and A. K. Katsaggelos, "Spatially adaptive wavelet-based multiscale image restoration," IEEE Trans. Image Process. 5(4), 619-634 (1996).
13. M. R. Banham, N. P. Galatsanos, H. L. Gonzalez, and A. K. Katsaggelos, "Multichannel restoration of single channel images using a wavelet-based subband decomposition," IEEE Trans. Image Process. 3(6), 821-833 (1994).
14. M. Basseville, A. Benveniste, K. C. Chou, S. A. Golden, R. Nikoukhah, and A. S. Willsky, "Modeling and estimation of multiresolution stochastic processes," IEEE Trans. Inf. Theory 38(2), 766-784 (1992).
15. N. P. Galatsanos and A. K. Katsaggelos, "Methods for choosing the regularization parameter and estimating the noise variance in image restoration and their relation," IEEE Trans. Image Process. 1(3), 322-336 (1992).