메뉴 건너뛰기




Volumn 6, Issue 4, 2008, Pages 653-664

Locally adaptive multiscale Bayesian method for image denoising based on bivariate normal inverse gaussian distributions

Author keywords

Bivariate Bayesian estimator; Bivariate normal inverse Gaussian distribution; Complex wavelet transform; Image denoising

Indexed keywords

BAYESIAN NETWORKS; CHLORINE COMPOUNDS; ERROR ANALYSIS; ESTIMATION; IMAGE PROCESSING; IMAGE SEGMENTATION; NORMAL DISTRIBUTION; PARAMETER ESTIMATION; SIGNAL TO NOISE RATIO; STATISTICAL METHODS; TRELLIS CODES;

EID: 48349112082     PISSN: 02196913     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0219691308002562     Document Type: Article
Times cited : (7)

References (24)
  • 2
    • 0029307534 scopus 로고
    • Denoising by soft-thresholding
    • D. L. Donoho, Denoising by soft-thresholding, IEEE Trans. Inf. Theory 41 (1995) 613-627.
    • (1995) IEEE Trans. Inf. Theory , vol.41 , pp. 613-627
    • Donoho, D.L.1
  • 3
    • 0037283336 scopus 로고    scopus 로고
    • Denoising through wavelet shrinkage: An empirical study
    • I. K. Fodar and C. Kamath, Denoising through wavelet shrinkage: An empirical study, J. Electron. Imaging 12 (2003) 151-160.
    • (2003) J. Electron. Imaging , vol.12 , pp. 151-160
    • Fodar, I.K.1    Kamath, C.2
  • 4
    • 48349142212 scopus 로고    scopus 로고
    • D. Gnanadurai and V. Sadasivam, Image de-noising using double density wavelet transform based adaptive thresholding technique, Int. J. Wavelets Multiresolut. Inf. Process. 3 (2005) 141-152.
    • D. Gnanadurai and V. Sadasivam, Image de-noising using double density wavelet transform based adaptive thresholding technique, Int. J. Wavelets Multiresolut. Inf. Process. 3 (2005) 141-152.
  • 5
    • 48349143884 scopus 로고    scopus 로고
    • A. Khare and U. S. Tiwary, Soft-thresholding for denoising of medical images a multiresolution approach, Int. J. Wavelets Multiresolut. Inf. Process. 3 (2005) 477-496.
    • A. Khare and U. S. Tiwary, Soft-thresholding for denoising of medical images a multiresolution approach, Int. J. Wavelets Multiresolut. Inf. Process. 3 (2005) 477-496.
  • 6
    • 0000446730 scopus 로고    scopus 로고
    • Bayesian denoising of visual images in the wavelet domain
    • eds. P. Muller and B. Vidakovic Springer Verlag
    • E. P. Simoncelli, Bayesian denoising of visual images in the wavelet domain, in Bayesian Inference in Wavelet Based Models, eds. P. Muller and B. Vidakovic (Springer Verlag, 1999), pp. 291-308.
    • (1999) Bayesian Inference in Wavelet Based Models , pp. 291-308
    • Simoncelli, E.P.1
  • 7
    • 0141787887 scopus 로고    scopus 로고
    • SAR image denoising via Bayesian wavelet shrinkage based on heavy-tailed modeling
    • A. Achim, P. Tsakalides and A. Bezerianos, SAR image denoising via Bayesian wavelet shrinkage based on heavy-tailed modeling, IEEE Trans. Geosci. Remote Sens. 41 (2003) 1773-1784.
    • (2003) IEEE Trans. Geosci. Remote Sens , vol.41 , pp. 1773-1784
    • Achim, A.1    Tsakalides, P.2    Bezerianos, A.3
  • 8
    • 2442586904 scopus 로고    scopus 로고
    • Homomorphic wavelet-based statistical despeckling of SAR images
    • S. Solbo and T. Eltoft, Homomorphic wavelet-based statistical despeckling of SAR images, IEEE Trans. Geosci. Remote Sens. 42 (2004) 711-721.
    • (2004) IEEE Trans. Geosci. Remote Sens , vol.42 , pp. 711-721
    • Solbo, S.1    Eltoft, T.2
  • 9
    • 34547501076 scopus 로고    scopus 로고
    • M. I. H. Bhuiyan, M. O. Ahmad and M. N. S. Swamy, Wavelet-based despeckling of medical ultrasound images with the symmetric normal inverse Gaussian prior, in Proc. Int. Conf. Acoustics, Speech and Signal Processing, Honolulu, USA (2007), pp. 721-724.
    • M. I. H. Bhuiyan, M. O. Ahmad and M. N. S. Swamy, Wavelet-based despeckling of medical ultrasound images with the symmetric normal inverse Gaussian prior, in Proc. Int. Conf. Acoustics, Speech and Signal Processing, Honolulu, USA (2007), pp. 721-724.
  • 10
    • 0036844073 scopus 로고    scopus 로고
    • Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency
    • L. Sendur and I. W. Selesnick, Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency, IEEE Trans. Signal Process. 50 (2002) 2744-2756.
    • (2002) IEEE Trans. Signal Process , vol.50 , pp. 2744-2756
    • Sendur, L.1    Selesnick, I.W.2
  • 11
    • 10644256458 scopus 로고    scopus 로고
    • Multivariate statistical modeling for image denoising using wavelet transforms
    • D. Cho and T. D. Bui, Multivariate statistical modeling for image denoising using wavelet transforms, Signal Processing: Image Communication 20 (2003) 77-89.
    • (2003) Signal Processing: Image Communication , vol.20 , pp. 77-89
    • Cho, D.1    Bui, T.D.2
  • 12
    • 11844300380 scopus 로고    scopus 로고
    • Image denoising using bivariate α-stable distributions in the complex wavelet domain
    • A. Achim and E. Kuruoglu, Image denoising using bivariate α-stable distributions in the complex wavelet domain, IEEE Signal Process. Lett. 12 (2005) 17-20.
    • (2005) IEEE Signal Process. Lett , vol.12 , pp. 17-20
    • Achim, A.1    Kuruoglu, E.2
  • 14
    • 0002001578 scopus 로고
    • Translation-invariant de-noising
    • eds. A. Antoniadis and G. Oppenheim Springer Verlag
    • R. R. Coifman and D. L. Donoho, Translation-invariant de-noising, in Wavelets and Statistics, eds. A. Antoniadis and G. Oppenheim (Springer Verlag, 1995), pp. 125-150.
    • (1995) Wavelets and Statistics , pp. 125-150
    • Coifman, R.R.1    Donoho, D.L.2
  • 16
    • 48349087193 scopus 로고    scopus 로고
    • J. Neumann and G. Steidl, Dual-tree complex wavelet transform in the frequency domain and an application to signal classification, Int. J. Wavelets Multiresolut. Inf. Process. 3 (2005) 43-65.
    • J. Neumann and G. Steidl, Dual-tree complex wavelet transform in the frequency domain and an application to signal classification, Int. J. Wavelets Multiresolut. Inf. Process. 3 (2005) 43-65.
  • 17
    • 34548481753 scopus 로고    scopus 로고
    • L. Peng and W. Yuan, Higher-density dual tree discrete wavelet transform, Int. J. Wavelets Multiresolut. Inf. Processing 5 (2007) 815-841.
    • L. Peng and W. Yuan, Higher-density dual tree discrete wavelet transform, Int. J. Wavelets Multiresolut. Inf. Processing 5 (2007) 815-841.
  • 18
    • 17144388220 scopus 로고    scopus 로고
    • Multiscale LMMSE-based image denoising with optimal wavelet selection
    • L. Zhang, P. Bao and X. Wu, Multiscale LMMSE-based image denoising with optimal wavelet selection, IEEE Trans. Video Tech. 15 (2005) 469-481.
    • (2005) IEEE Trans. Video Tech , vol.15 , pp. 469-481
    • Zhang, L.1    Bao, P.2    Wu, X.3
  • 19
    • 19844362530 scopus 로고    scopus 로고
    • EM-estimation and modeling of heavy-tailed processes with the multivariate normal inverse Gaussian distribution
    • T. A. Oigard, A. Hanssen, R. E. Hansen and F. Godtliebsen, EM-estimation and modeling of heavy-tailed processes with the multivariate normal inverse Gaussian distribution, Signal Process. 85 (2005) 1655-1673.
    • (2005) Signal Process , vol.85 , pp. 1655-1673
    • Oigard, T.A.1    Hanssen, A.2    Hansen, R.E.3    Godtliebsen, F.4
  • 20
    • 0029764997 scopus 로고    scopus 로고
    • Adaptive subband viedo coding using bivariate generalized Gaussian distribution model
    • Atlanta, USA
    • M. Z. Coban and R. M. Mersereau, Adaptive subband viedo coding using bivariate generalized Gaussian distribution model, in Proc. Int. Conf. Acoustic, Speech and Signal Processing, Atlanta, USA (1996), pp. 1990-1993.
    • (1996) Proc. Int. Conf. Acoustic, Speech and Signal Processing , pp. 1990-1993
    • Coban, M.Z.1    Mersereau, R.M.2
  • 22
    • 0036508032 scopus 로고    scopus 로고
    • Statistical properties of logarithmically transformed speckle
    • H. Xie, L. E. Pierce and F. T. Ulaby, Statistical properties of logarithmically transformed speckle, IEEE Trans. Geosci. Remote Sens. 40 (2002) 721-727.
    • (2002) IEEE Trans. Geosci. Remote Sens , vol.40 , pp. 721-727
    • Xie, H.1    Pierce, L.E.2    Ulaby, F.T.3
  • 23
    • 0041958932 scopus 로고
    • Ideal spatial adaptation by wavelet shrinkage
    • D. L. Donoho and I. M. Johnstone, Ideal spatial adaptation by wavelet shrinkage, Biometrika 81 (1994) 425-455.
    • (1994) Biometrika , vol.81 , pp. 425-455
    • Donoho, D.L.1    Johnstone, I.M.2
  • 24
    • 15544374764 scopus 로고    scopus 로고
    • Symmetric nearly orthogonal and orthogonal nearly symmetric wavelets
    • A. F. Abdelnour and I. W. Selesnick, Symmetric nearly orthogonal and orthogonal nearly symmetric wavelets, Arab. J. Sci. Eng. 29 (2004) 3-16.
    • (2004) Arab. J. Sci. Eng , vol.29 , pp. 3-16
    • Abdelnour, A.F.1    Selesnick, I.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.