Satellite and aerial image deconvolution using an EM method with complex wavelets

IEEE International Conference on Image Processing

Volumn 1, Issue , 2002, Pages

  Jalobeanu, André ^a   Nowak, Robert D ^b   Zerubia, Josiane ^a   Figueiredo, Mario A T ^c  

^a INRIA   (France)

^b Rice University   (United States)

^c INSTITUTO SUPERIOR TÉCNICO   (Portugal)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; FOURIER TRANSFORMS; IMAGE QUALITY; IMAGE RECONSTRUCTION; ITERATIVE METHODS; OPTICAL TRANSFER FUNCTION; PARAMETER ESTIMATION; POISSON RATIO; SATELLITE COMMUNICATION SYSTEMS; SPURIOUS SIGNAL NOISE; WAVELET TRANSFORMS;

AERIAL IMAGE DECONVOLUTION; BAYESIAN FRAMEWORK; CONVOLUTION OPERATOR; LANDWEBER UPDATE ITERATION; NOISE AMPLIFICATION; NONINVERTIBLE BLURRING FUNCTIONS; WAVELET COEFFICIENT THRESHOLDING;

IMAGE ANALYSIS;

EID: 0036450616     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. A. Bijaoui, J-L. Starck, and F. Murtagh. Multiresolution support applied to image filtering and restoration. Comp. Vision, Graphics and Image Proc. A., 1995.
2. P. de Rivaz and N. Kingsbury, Bayesian image deconvolution and denoising using complex wavelets. IEEE Proc. of ICIP, Thessaloniki, Greece, Oct. 2001.
3. A. Dempster, N. Laird, and D. Rubin. Maximum Likelihood from incomplete data via the EM algorithm. Journal of Roy. Stat. Soc. B, 39:1-38, 1977.
4. D. Donoho. Nonlinear solution of linear inverse problems by wavelet-vaguelette decomposition. App. and Comp. Harmonic Analysis, 2:101-126, 1995.
5. A. Jalobeanu, L. Blanc-Féraud, and J. Zerubia. Satellite image deconvolution using complex wavelet packets. In Proc. of ICIP, Vancouver, Sept. 2000.
6. A. Jalobeanu, L. Blanc-Féraud, and J. Zerubia. Hyperparameter estimation for satellite image restoration using a MCMC Maximum Likelihood method. Pattern Recognition, 35(2):341-352, 2002.
7. N. Kingsbury. The dual-tree complex wavelet transform: a new efficient tool for image restoration and enhancement. In Proc. of EUSIPCO, pages 319-322, Rhodes, Greece, 1998.
8. L. Landweber. An iteration formula for Fredholm integral equations of the 1rst kind. Amer. J. Math., 73:615-624, 1951.
9. R.D. Nowak and M.A.T. Figueiredo. Fast wavelet-based image deconvolution using the EM algorithm. Proc. of the Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA, Nov. 2001.
10. R.D. Nowak and E.D. Kolaczyk. A statistical multiscale framework for Poisson inverse problems. IEEE Trans. on IT, 46(5):1811-1825, 2000.
11. Y. Wan and R.D. Nowak, A wavelet-based statistical model for image restoration. IEEE Proc. of ICIP, Thessaloniki, Greece, Oct. 2001.