메뉴 건너뛰기




Volumn 72, Issue 4-6, 2009, Pages 1012-1025

Image denoising in the wavelet domain using a new adaptive thresholding function

Author keywords

Gaussian noise; Image denoising; Speckle noise; Thresholding function; Thresholding neural networks; Wavelet transform

Indexed keywords

GAUSSIAN NOISE; IMAGE DENOISING; SPECKLE NOISE; THRESHOLDING FUNCTION; THRESHOLDING NEURAL NETWORKS;

EID: 58149457783     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2008.04.016     Document Type: Article
Times cited : (196)

References (31)
  • 1
    • 11844300380 scopus 로고    scopus 로고
    • Image denoising using alpha-stable distributions in the complex wavelet domain
    • Achim A., and Kuruoghlu E. Image denoising using alpha-stable distributions in the complex wavelet domain. IEEE Signal Process. Lett. 12 1 (2005) 17-20
    • (2005) IEEE Signal Process. Lett. , vol.12 , Issue.1 , pp. 17-20
    • Achim, A.1    Kuruoghlu, E.2
  • 2
    • 0035413315 scopus 로고    scopus 로고
    • Novel Bayesian multiscale method for speckle removal in medical ultrasound Images
    • Achim A., Bezerianos A., and Tsakalides P. Novel Bayesian multiscale method for speckle removal in medical ultrasound Images. IEEE Trans. Med. Imaging 20 8 (2001) 772-783
    • (2001) IEEE Trans. Med. Imaging , vol.20 , Issue.8 , pp. 772-783
    • Achim, A.1    Bezerianos, A.2    Tsakalides, P.3
  • 3
    • 0034258869 scopus 로고    scopus 로고
    • Adaptive wavelet thresholding for image denoising and compression
    • Chang S., Yu B., and Vetterli M. Adaptive wavelet thresholding for image denoising and compression. IEEE Trans. Image Process. 9 (2000) 1532-1546
    • (2000) IEEE Trans. Image Process. , vol.9 , pp. 1532-1546
    • Chang, S.1    Yu, B.2    Vetterli, M.3
  • 4
    • 4644321098 scopus 로고    scopus 로고
    • Image denoising with neighbour dependency and customized wavelet and threshold
    • Chen G.Y., Bui T.D., and Krzyzak A. Image denoising with neighbour dependency and customized wavelet and threshold. Pattern Recogn. 38 (2005) 115-124
    • (2005) Pattern Recogn. , vol.38 , pp. 115-124
    • Chen, G.Y.1    Bui, T.D.2    Krzyzak, A.3
  • 5
    • 33846914952 scopus 로고    scopus 로고
    • Y. Chen, A. Raheja, Wavelet lifting for speckle noise reduction in ultrasound images, in: Proceedings of IEEE Engineering in Medicine and Biology 27th Annual Conference, Shanghai, China, 2005, pp. 3129-3132.
    • Y. Chen, A. Raheja, Wavelet lifting for speckle noise reduction in ultrasound images, in: Proceedings of IEEE Engineering in Medicine and Biology 27th Annual Conference, Shanghai, China, 2005, pp. 3129-3132.
  • 6
    • 10644256458 scopus 로고    scopus 로고
    • Multivariate statistical modeling for image denoising using wavelet transforms
    • Cho D., and Bui T.D. Multivariate statistical modeling for image denoising using wavelet transforms. Signal Process.: Image Commun. 20 (2005) 77-89
    • (2005) Signal Process.: Image Commun. , vol.20 , pp. 77-89
    • Cho, D.1    Bui, T.D.2
  • 8
    • 0041958932 scopus 로고
    • Ideal spatial adaptation by wavelet shrinkage
    • Donoho D.L., and Johnstone I.M. Ideal spatial adaptation by wavelet shrinkage. Biometrika 81 3 (1994) 425-455
    • (1994) Biometrika , vol.81 , Issue.3 , pp. 425-455
    • Donoho, D.L.1    Johnstone, I.M.2
  • 9
    • 84950459514 scopus 로고
    • Adapting to unknown smoothness via wavelet shrinkage
    • Donoho D.L., and Johnstone I.M. Adapting to unknown smoothness via wavelet shrinkage. J. Am. Stat. Assoc. 90 432 (1995) 1200-1224
    • (1995) J. Am. Stat. Assoc. , vol.90 , Issue.432 , pp. 1200-1224
    • Donoho, D.L.1    Johnstone, I.M.2
  • 10
    • 0032282297 scopus 로고    scopus 로고
    • Wavelet shrinkage denoising using the nonnegative garrote
    • Gao H. Wavelet shrinkage denoising using the nonnegative garrote. J. Comput. Graph. Stat. 7 (1998) 469-488
    • (1998) J. Comput. Graph. Stat. , vol.7 , pp. 469-488
    • Gao, H.1
  • 11
    • 0031312521 scopus 로고    scopus 로고
    • WaveShrink with firm shrinkage
    • Gao H., and Bruce A.G. WaveShrink with firm shrinkage. Stat. Sin. 7 (1997) 855-874
    • (1997) Stat. Sin. , vol.7 , pp. 855-874
    • Gao, H.1    Bruce, A.G.2
  • 13
    • 2342442910 scopus 로고    scopus 로고
    • Wavelet-based statistical approach for speckle reduction in medical ultrasound image
    • Gupta S., Chauhan R.C., and Sexana S.C. Wavelet-based statistical approach for speckle reduction in medical ultrasound image. Med. Biol. Eng. Comput. 42 (2004) 182-192
    • (2004) Med. Biol. Eng. Comput. , vol.42 , pp. 182-192
    • Gupta, S.1    Chauhan, R.C.2    Sexana, S.C.3
  • 14
  • 16
  • 17
    • 0022713973 scopus 로고
    • Speckle suppression and analysis for synthetic aperture radar images
    • Lee J.S. Speckle suppression and analysis for synthetic aperture radar images. Opt. Eng. 25 5 (1986) 636-643
    • (1986) Opt. Eng. , vol.25 , Issue.5 , pp. 636-643
    • Lee, J.S.1
  • 18
    • 58149460902 scopus 로고    scopus 로고
    • Fuzzy thresholding in wavelet domain for speckle reduction in synthetic aperture radar images
    • Mastriani M. Fuzzy thresholding in wavelet domain for speckle reduction in synthetic aperture radar images. Int. J. Intell. Technol. 1 (2006) 252-265
    • (2006) Int. J. Intell. Technol. , vol.1 , pp. 252-265
    • Mastriani, M.1
  • 19
    • 0342647438 scopus 로고    scopus 로고
    • Low-complexity image denoising based on statistical modeling of wavelet coefficients
    • Mihcak M.K., Kozintsev I., Ramchandran K., and Moulin P. Low-complexity image denoising based on statistical modeling of wavelet coefficients. IEEE Signal Process. Lett. 6 (1999) 300-303
    • (1999) IEEE Signal Process. Lett. , vol.6 , pp. 300-303
    • Mihcak, M.K.1    Kozintsev, I.2    Ramchandran, K.3    Moulin, P.4
  • 20
    • 0242636409 scopus 로고    scopus 로고
    • Image denoising using scale mixture of Gaussians in the wavelet domain
    • Portilla J., Strela V., Wainwright M., and Simoncelli E. Image denoising using scale mixture of Gaussians in the wavelet domain. IEEE Trans. Image Process. 12 11 (2003) 1338-1350
    • (2003) IEEE Trans. Image Process. , vol.12 , Issue.11 , pp. 1338-1350
    • Portilla, J.1    Strela, V.2    Wainwright, M.3    Simoncelli, E.4
  • 21
    • 33947173798 scopus 로고    scopus 로고
    • Wavelet based image denoising based on a mixture of Laplace distributions
    • Rabbani H., and Vafadoost M. Wavelet based image denoising based on a mixture of Laplace distributions. Iran. J. Sci. Technol. Trans. B Eng. 30 B6 (2006) 711-733
    • (2006) Iran. J. Sci. Technol. Trans. B Eng. , vol.30 , Issue.B6 , pp. 711-733
    • Rabbani, H.1    Vafadoost, M.2
  • 22
    • 84964550131 scopus 로고    scopus 로고
    • Y. Rangsanseri, W. Prasongsook, Speckle reduction using Wiener filtering in wavelet domain, in: Proceedings of the 9th International Conference on Neural Info. Proc. (ICONIP'02), 2002, pp. 792-795.
    • Y. Rangsanseri, W. Prasongsook, Speckle reduction using Wiener filtering in wavelet domain, in: Proceedings of the 9th International Conference on Neural Info. Proc. (ICONIP'02), 2002, pp. 792-795.
  • 24
    • 0036844073 scopus 로고    scopus 로고
    • Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency
    • Sendur L., and Selesnick I. Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency. IEEE Trans. Signal Process. 50 11 (2002) 2744-2756
    • (2002) IEEE Trans. Signal Process. , vol.50 , Issue.11 , pp. 2744-2756
    • Sendur, L.1    Selesnick, I.2
  • 25
    • 0000169918 scopus 로고
    • Estimation of the mean of a multivariate normal distribution
    • Stein C. Estimation of the mean of a multivariate normal distribution. Ann. Stat. 9 (1981) 1135-1151
    • (1981) Ann. Stat. , vol.9 , pp. 1135-1151
    • Stein, C.1
  • 26
    • 0242386572 scopus 로고    scopus 로고
    • Almost translation invariant wavelet transformations for speckle reduction of SAR images
    • Sveinsson J.R., and Benediktsson J.A. Almost translation invariant wavelet transformations for speckle reduction of SAR images. IEEE Trans. Geosci. Remote Sens. 41 10 (2003) 2404-2408
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , Issue.10 , pp. 2404-2408
    • Sveinsson, J.R.1    Benediktsson, J.A.2
  • 27
    • 33847335117 scopus 로고    scopus 로고
    • W. Wen, X. Fu-cheng, D. Yun-long, R. Guo-sheng, Speckle reduction of SAR image based on modeling autocorrelation function of Wavelet coefficients, in: Proceedings of IEEE International Symposium on Microwave, Propagation and EMC Technology for Wireless Communications, 2005, pp. 383-386.
    • W. Wen, X. Fu-cheng, D. Yun-long, R. Guo-sheng, Speckle reduction of SAR image based on modeling autocorrelation function of Wavelet coefficients, in: Proceedings of IEEE International Symposium on Microwave, Propagation and EMC Technology for Wireless Communications, 2005, pp. 383-386.
  • 28
    • 4644327154 scopus 로고    scopus 로고
    • B.J. Yoon, P.P. Vaidyanathan, Wavelet-based denoising by customized thresholding, in: Proceedings of ICASSP'4, 2004, pp. 925-928.
    • B.J. Yoon, P.P. Vaidyanathan, Wavelet-based denoising by customized thresholding, in: Proceedings of ICASSP'4, 2004, pp. 925-928.
  • 29
    • 85143190546 scopus 로고    scopus 로고
    • X.-P. Zhang, Space-scale adaptive noise reduction in images based on thresholding neural networks, in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing, 2001, pp. 1889-1892.
    • X.-P. Zhang, Space-scale adaptive noise reduction in images based on thresholding neural networks, in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing, 2001, pp. 1889-1892.
  • 30
    • 0035330111 scopus 로고    scopus 로고
    • Thresholding neural network for adaptive noise reduction
    • Zhang X.-P. Thresholding neural network for adaptive noise reduction. IEEE Trans. Neural Networks 12 3 (2001) 567-584
    • (2001) IEEE Trans. Neural Networks , vol.12 , Issue.3 , pp. 567-584
    • Zhang, X.-P.1
  • 31
    • 0032187852 scopus 로고    scopus 로고
    • Adaptive denoising based on SURE risk
    • Zhang X.-P., and Desai M.D. Adaptive denoising based on SURE risk. IEEE Signal Process. Lett. 5 10 (1998) 265-267
    • (1998) IEEE Signal Process. Lett. , vol.5 , Issue.10 , pp. 265-267
    • Zhang, X.-P.1    Desai, M.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.