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Volumn 12, Issue 1, 2005, Pages 17-20

Image denoising using bivariate α-stable distributions in the complex wavelet domain

Author keywords

Alpha stable distributions; Bivariate models; MAP estimation; Monte Carlo methods; Wavelet transform

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; ESTIMATION; IMAGE ANALYSIS; MONTE CARLO METHODS; PROBABILITY DISTRIBUTIONS; SIGNAL PROCESSING; STATISTICAL METHODS; WAVELET TRANSFORMS;

EID: 11844300380     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2004.839692     Document Type: Article
Times cited : (147)

References (18)
  • 1
    • 0041958932 scopus 로고
    • "Ideal spatial adaptation by wavelet shrinkage"
    • Aug
    • D. L. Donoho and I. M. Johnstone, "Ideal spatial adaptation by wavelet shrinkage," Biometrika, vol. 81, pp. 425-455, Aug. 1994.
    • (1994) Biometrika , vol.81 , pp. 425-455
    • Donoho, D.L.1    Johnstone, I.M.2
  • 3
    • 0035413315 scopus 로고    scopus 로고
    • "Novel Bayesian multiscale method for speckle removal in medical ultrasound images"
    • Aug
    • A. Achim, A. Bezerianos, and P. Tsakalides, "Novel Bayesian multiscale method for speckle removal in medical ultrasound images," IEEE Trans. Med. Imag., vol. 20, no. 8, pp. 772-783, Aug. 2001.
    • (2001) IEEE Trans. Med. Imag. , vol.20 , Issue.8 , pp. 772-783
    • Achim, A.1    Bezerianos, A.2    Tsakalides, P.3
  • 4
    • 0141787887 scopus 로고    scopus 로고
    • "SAR image denoising via Bayesian wavelet shrinkage based on heavy-tailed modeling"
    • Aug
    • A. Achim, P. Tsakalides, and A. Bezerianos, "SAR image denoising via Bayesian wavelet shrinkage based on heavy-tailed modeling," IEEE Trans. Geosci. Remote Sensing, vol. 41, no. 8, pp. 1773-1784, Aug. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sensing , vol.41 , Issue.8 , pp. 1773-1784
    • Achim, A.1    Tsakalides, P.2    Bezerianos, A.3
  • 5
    • 33747727601 scopus 로고    scopus 로고
    • "Wavelet-based signal processing using hidden Markov models"
    • Apr
    • M. S. Crouse, R. D. Nowak, and R. G. Baraniuk, "Wavelet-based signal processing using hidden Markov models," IEEE Trans. Signal Processing, vol. 46, no. 4, pp. 886-902, Apr. 1998.
    • (1998) IEEE Trans. Signal Processing , vol.46 , Issue.4 , pp. 886-902
    • Crouse, M.S.1    Nowak, R.D.2    Baraniuk, R.G.3
  • 6
    • 0036563492 scopus 로고    scopus 로고
    • "A joint interand intrascale statistical model for Bayesian wavelet based image denoising"
    • May
    • A. Pizurica, W. Philips, I. Lemahieu, and M. Acheroy, "A joint interand intrascale statistical model for Bayesian wavelet based image denoising," IEEE Trans. Image Processing, vol. 11, no. 5, pp. 545-557, May 2002.
    • (2002) IEEE Trans. Image Processing , vol.11 , Issue.5 , pp. 545-557
    • Pizurica, A.1    Philips, W.2    Lemahieu, I.3    Acheroy, M.4
  • 7
    • 0036844073 scopus 로고    scopus 로고
    • "Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency"
    • Nov
    • L. Sendur and I. W. Selesnick, "Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency," IEEE. Tran. Signal Processing, vol. 50, no. 11, pp. 2744-2756, Nov. 2002.
    • (2002) IEEE. Tran. Signal Processing , vol.50 , Issue.11 , pp. 2744-2756
    • Sendur, L.1    Selesnick, I.W.2
  • 8
    • 0242636409 scopus 로고    scopus 로고
    • "Image denoising using scale mixtures of Gaussians in the wavelet domain"
    • Nov
    • J. Portilla, V. Strela, M. J. Wainwright, and E. P. Simoncelli, " Image denoising using scale mixtures of Gaussians in the wavelet domain," IEEE. Trans. Image Processing, vol. 12, no. 11, pp. 1338-1351, Nov. 2003.
    • (2003) IEEE. Trans. Image Processing , vol.12 , Issue.11 , pp. 1338-1351
    • Portilla, J.1    Strela, V.2    Wainwright, M.J.3    Simoncelli, E.P.4
  • 11
    • 0003242898 scopus 로고    scopus 로고
    • "Approximation of alpha-stable probability densities using finite Gaussian mixtures"
    • Proc. EUSIPCO'98, Rhodes, Greece, Sep
    • E. E. Kuruoglu, C. Molina, and W. J. Fitzgerald, "Approximation of alpha-stable probability densities using finite Gaussian mixtures," in Proc. EUSIPCO'98, Rhodes, Greece, Sep. 1998.
    • (1998)
    • Kuruoglu, E.E.1    Molina, C.2    Fitzgerald, W.J.3
  • 12
    • 0009884524 scopus 로고    scopus 로고
    • "Multivariate stable distributions: Approximation, estimation, simulation and identification"
    • R. J. Adler, R. E. Feldman, and M. S. Taqqu, Eds. Boston, MA: Birkhauser
    • J. P. Nolan, "Multivariate stable distributions: approximation, estimation, simulation and identification," in A Practical Guide to Heavy Tails, R. J. Adler, R. E. Feldman, and M. S. Taqqu, Eds. Boston, MA: Birkhauser, 1998.
    • (1998) A Practical Guide to Heavy Tails
    • Nolan, J.P.1
  • 13
    • 0346876959 scopus 로고    scopus 로고
    • "Image processing with complex wavelets"
    • Sep
    • N. G. Kingsbury, "Image processing with complex wavelets," Philos. Trans. R. Soc. London A, vol. 357, pp. 2543-2560, Sep. 1999.
    • (1999) Philos. Trans. R. Soc. London A , vol.357 , pp. 2543-2560
    • Kingsbury, N.G.1
  • 14
    • 0035331869 scopus 로고    scopus 로고
    • "Complex wavelets for shift invariant analysis and filtering"
    • May
    • N. G. Kingsbury, "Complex wavelets for shift invariant analysis and filtering,"Appl. Comput. Harmon. Anal., vol. 10, pp. 234-253, May 2001
    • (2001) Appl. Comput. Harmon. Anal. , vol.10 , pp. 234-253
    • Kingsbury, N.G.1
  • 15
    • 0032028263 scopus 로고    scopus 로고
    • "Applications of the empirical characteristic function to estimation and detection problems"
    • Mar
    • J. Ilow and D. Hatzinakos, "Applications of the empirical characteristic function to estimation and detection problems," Signal Process., vol. 65, pp. 199-219, Mar. 1998.
    • (1998) Signal Process. , vol.65 , pp. 199-219
    • Ilow, J.1    Hatzinakos, D.2
  • 16
    • 20444437977 scopus 로고    scopus 로고
    • "Astrophysical image denoising using bivariate isotropic Cauchy distributions in the undecimated wavelet domain"
    • Proc. ICIP'04, Singapore, Oct. 24-27
    • A. Achim, D. Herranz, and E. E. Kuruoglu, "Astrophysical image denoising using bivariate isotropic Cauchy distributions in the undecimated wavelet domain," in Proc. ICIP'04, Singapore, Oct. 24-27, 2004, pp. 1225-1228.
    • (2004) , pp. 1225-1228
    • Achim, A.1    Herranz, D.2    Kuruoglu, E.E.3
  • 18
    • 0036959297 scopus 로고    scopus 로고
    • "Bivariate shrinkage with local variance estimation"
    • Dec
    • L. Sendur and I. W. Selesnick, "Bivariate shrinkage with local variance estimation," IEEE. Signal Processing Lett., vol. 9, no. 12, pp. 438-441, Dec. 2002.
    • (2002) IEEE. Signal Processing Lett. , vol.9 , Issue.12 , pp. 438-441
    • Sendur, L.1    Selesnick, I.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.