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Volumn 4, Issue 5, 2010, Pages 413-428

Image denoising employing local mixture models in sparse domains

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COSTS; CONTOURLET TRANSFORM; CURVELET TRANSFORMS; DE-NOISING; DISCRETE COMPLEXES; HEAVY-TAILED; IMAGE COEFFICIENT; IMAGE DE-NOISING; MAP ESTIMATOR; MAXIMUM A POSTERIORI; MINIMUM MEAN SQUARED ERROR; MIXTURE DISTRIBUTIONS; MIXTURE MODEL; MIXTURE PRIORS; NOISE LEVELS; PEAK SIGNAL-TO-NOISE RATIO; SHRINKAGE FUNCTIONS; STATISTICAL DEPENDENCIES; UNIVARIATE; WINDOW SIZE;

EID: 77957567729     PISSN: 17519659     EISSN: None     Source Type: Journal    
DOI: 10.1049/iet-ipr.2009.0048     Document Type: Article
Times cited : (41)

References (70)
  • 1
    • 0003883964 scopus 로고
    • Nonlinear digital filters
    • Kluwer, Dodrecht
    • Pitas, I. Venetsanopoulos, A.: 'Nonlinear digital filters', (Kluwer, Dodrecht 1990)
    • (1990)
    • Pitas, I.1    Venetsanopoulos, A.2
  • 2
    • 0041958932 scopus 로고
    • Ideal spatial adaptation by wavelet shrinkage
    • 0006-3444
    • Donoho, D.L. Johnstone, I.M.: 'Ideal spatial adaptation by wavelet shrinkage', Biometrika, 1994, 81, (3), p. 425-455, 0006-3444
    • (1994) Biometrika , vol.81 , Issue.3 , pp. 425-455
    • Donoho, D.L.1    Johnstone, I.M.2
  • 3
    • 84950459514 scopus 로고
    • Adapting to unknown smoothness via wavelet shrinkage
    • Donoho, D.L. Johnstone, I.M.: 'Adapting to unknown smoothness via wavelet shrinkage', J. Amer. Stat. Assoc., 1995, 90, (432), p. 1200-1224
    • (1995) J. Amer. Stat. Assoc. , vol.90 , Issue.432 , pp. 1200-1224
    • Donoho, D.L.1    Johnstone, I.M.2
  • 4
    • 0029307534 scopus 로고
    • De-noising by soft-thresholding
    • 10.1109/18.382009, 0018-9448
    • Donoho, D.L.: 'De-noising by soft-thresholding', IEEE Trans. Inf. Theory, 1995, 41, p. 613-627, 10.1109/18.382009, 0018-9448
    • (1995) IEEE Trans. Inf. Theory , vol.41 , pp. 613-627
    • Donoho, D.L.1
  • 5
    • 0031312521 scopus 로고    scopus 로고
    • WaveShrink with firm shrinkage
    • Gao, H.-Y. Bruce, A.G.: 'WaveShrink with firm shrinkage', Stat. Sin., 1997, 7, p. 855-874
    • (1997) Stat. Sin. , vol.7 , pp. 855-874
    • Gao, H.-Y.1    Bruce, A.G.2
  • 6
    • 0032282297 scopus 로고    scopus 로고
    • Wavelet shrinkage denoising using the non-negative garrote
    • Gao, H.: 'Wavelet shrinkage denoising using the non-negative garrote', J. Comput. Graph. Stat., 1998, 7, p. 469-488
    • (1998) J. Comput. Graph. Stat. , vol.7 , pp. 469-488
    • Gao, H.1
  • 8
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: the wavelet representation
    • 10.1109/34.192463, 0162-8828
    • Mallat, S.G.: 'A theory for multiresolution signal decomposition: the wavelet representation', IEEE Trans. Pattern Anal. Mach. Intell., 1989, 11, p. 674-692, 10.1109/34.192463, 0162-8828
    • (1989) IEEE Trans. Pattern Anal. Mach. Intell. , vol.11 , pp. 674-692
    • Mallat, S.G.1
  • 9
    • 0032662774 scopus 로고    scopus 로고
    • Analysis of multiresolution image denoising schemes using a generalized Gaussian and complexity priors
    • 10.1109/18.761332, 0018-9448
    • Moulin, P. Liu, J.: 'Analysis of multiresolution image denoising schemes using a generalized Gaussian and complexity priors', IEEE Trans. Inf. Theory, 1999, 45, p. 909-919, 10.1109/18.761332, 0018-9448
    • (1999) IEEE Trans. Inf. Theory , vol.45 , pp. 909-919
    • Moulin, P.1    Liu, J.2
  • 10
    • 0034258869 scopus 로고    scopus 로고
    • Adaptive wavelet thresholding for image denoising and compression
    • 10.1109/83.862633, 1057-7149
    • Chang, S.G. Yu, B. Vetterli, M.: 'Adaptive wavelet thresholding for image denoising and compression', IEEE Trans. Image Process., 2000, 9, (9), p. 1532-1546, 10.1109/83.862633, 1057-7149
    • (2000) IEEE Trans. Image Process. , vol.9 , Issue.9 , pp. 1532-1546
    • Chang, S.G.1    Yu, B.2    Vetterli, M.3
  • 11
    • 0036612499 scopus 로고    scopus 로고
    • The Curvelet transform for image denoising
    • 1057-7149
    • Starck, J.L. Candes, E. Donoho, D.: 'The Curvelet transform for image denoising', IEEE Trans. Image Process., 2002, 18, (6), p. 670-684, 1057-7149
    • (2002) IEEE Trans. Image Process. , vol.18 , Issue.6 , pp. 670-684
    • Starck, J.L.1    Candes, E.2    Donoho, D.3
  • 12
    • 0036844073 scopus 로고    scopus 로고
    • Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency
    • 10.1109/TSP.2002.804091, 1053-587X
    • Sendur, L. Selesnick, I.: 'Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency', IEEE. Trans. Signal Process., 2002, 50, (11), p. 2744-2756, 10.1109/TSP.2002.804091, 1053-587X
    • (2002) IEEE. Trans. Signal Process. , vol.50 , Issue.11 , pp. 2744-2756
    • Sendur, L.1    Selesnick, I.2
  • 13
    • 0037214601 scopus 로고    scopus 로고
    • Wavelet-based texture analysis and synthesis using hidden markov models
    • 0098-4094
    • Fan, G. Xia, X.: 'Wavelet-based texture analysis and synthesis using hidden markov models', IEEE Trans. Circuits Syst., 2003, 50, p. 106-120, 0098-4094
    • (2003) IEEE Trans. Circuits Syst. , vol.50 , pp. 106-120
    • Fan, G.1    Xia, X.2
  • 14
    • 78649873502 scopus 로고    scopus 로고
    • Image denoising based on a mixture of Laplace distributions with local parameters in complex wavelet domain
    • Atlanta, October
    • Rabbani, H. Vafadust, M. Gazor, S.: 'Image denoising based on a mixture of Laplace distributions with local parameters in complex wavelet domain', Proc. 13th IEEE Int. Conf. on Image Processing, Atlanta, October 2006
    • (2006) Proc. 13th IEEE Int. Conf. on Image Processing
    • Rabbani, H.1    Vafadust, M.2    Gazor, S.3
  • 15
    • 0003456805 scopus 로고    scopus 로고
    • A wavelet tour of signal processing
    • Academic Press, San Diego
    • Mallat, S.G.: 'A wavelet tour of signal processing', (Academic Press, San Diego 1998)
    • (1998)
    • Mallat, S.G.1
  • 16
    • 85032751971 scopus 로고    scopus 로고
    • The dual-tree complex wavelet transforms - a coherent framework for multiscale signal and image processing
    • 10.1109/MSP.2005.1550194, 1053-5888
    • Selesnick, I.W. Baraniuk, R.G. Kingsbury, N.: 'The dual-tree complex wavelet transforms - a coherent framework for multiscale signal and image processing', IEEE Signal Process. Mag., 2005, 22, (6), p. 123-151, 10.1109/MSP.2005.1550194, 1053-5888
    • (2005) IEEE Signal Process. Mag. , vol.22 , Issue.6 , pp. 123-151
    • Selesnick, I.W.1    Baraniuk, R.G.2    Kingsbury, N.3
  • 17
    • 0003410734 scopus 로고    scopus 로고
    • Curvelets: a surprisingly effective nonadaptive representation of objects with edges', in Cohen A., Rabut C., Schumaker L.L. (eds.): Curves and surface
    • Vanderbilt University Press, Nashville, TN.
    • Candes, E. Donoho, D.: 'Curvelets: a surprisingly effective nonadaptive representation of objects with edges', in Cohen A., Rabut C., Schumaker L.L. (eds.): Curves and surface', (Vanderbilt University Press, Nashville, TN 1999), p. 123-143
    • (1999) , pp. 123-143
    • Candes, E.1    Donoho, D.2
  • 18
    • 28944432472 scopus 로고    scopus 로고
    • The contourlet transform: an efficient directional multiresolution image representation
    • 10.1109/TIP.2005.859376, 1057-7149
    • Do, M.N. Vetterli, M.: 'The contourlet transform: an efficient directional multiresolution image representation', IEEE Trans. Image Process., 2005, 14, (12), p. 2091-2106, 10.1109/TIP.2005.859376, 1057-7149
    • (2005) IEEE Trans. Image Process. , vol.14 , Issue.12 , pp. 2091-2106
    • Do, M.N.1    Vetterli, M.2
  • 19
    • 0035442514 scopus 로고    scopus 로고
    • Wavelet-based image estimation: an empirical Bayes approach using Jeffrey's noninformative prior
    • 1057-7149
    • Figueiredo, M.A.T. Nowak, R.D.: 'Wavelet-based image estimation: an empirical Bayes approach using Jeffrey's noninformative prior', IEEE Trans. Image Process., 2001, 10, p. 1322-1331, 1057-7149
    • (2001) IEEE Trans. Image Process. , vol.10 , pp. 1322-1331
    • Figueiredo, M.A.T.1    Nowak, R.D.2
  • 20
    • 0035413315 scopus 로고    scopus 로고
    • Novel bayesian multiscale method for speckle removal in medical ultrasound images
    • 0278-0062
    • Achim, A. Bezerianos, A. Tsakalides, P.: 'Novel bayesian multiscale method for speckle removal in medical ultrasound images', IEEE Trans. Med. Imag., 2001, 20, (5), p. 772-783, 0278-0062
    • (2001) IEEE Trans. Med. Imag. , vol.20 , Issue.5 , pp. 772-783
    • Achim, A.1    Bezerianos, A.2    Tsakalides, P.3
  • 21
    • 10044238703 scopus 로고    scopus 로고
    • Bayesian denoising in the wavelet-domain using an analytical approximate alpha-stable prior
    • Cambridge, UK, August
    • Boubchir, L. Fadili, J.: 'Bayesian denoising in the wavelet-domain using an analytical approximate alpha-stable prior', Proc. 17th Int. Conf. in Pattern Recognition, Cambridge, UK, August 2004
    • (2004) Proc. 17th Int. Conf. in Pattern Recognition
    • Boubchir, L.1    Fadili, J.2
  • 22
    • 13244268341 scopus 로고    scopus 로고
    • Analytical form for a Bayesian wavelet estimator of images using the Bessel K form densities
    • 10.1109/TIP.2004.840704, 1057-7149
    • Fadili, M.J. Boubchir, L.: 'Analytical form for a Bayesian wavelet estimator of images using the Bessel K form densities', IEEE Trans. Image Process., 2005, 14, (2), p. 231-240, 10.1109/TIP.2004.840704, 1057-7149
    • (2005) IEEE Trans. Image Process. , vol.14 , Issue.2 , pp. 231-240
    • Fadili, M.J.1    Boubchir, L.2
  • 23
    • 33749639107 scopus 로고    scopus 로고
    • Bayesian denoising based on the MAP estimation in wavelet-domain using Bessel K form prior
    • Genova, September
    • Boubchir, L. Fadili, J.: 'Bayesian denoising based on the MAP estimation in wavelet-domain using Bessel K form prior', Proc. 12th IEEE Int. Conf. on Image Processing, Genova, September 2005
    • (2005) Proc. 12th IEEE Int. Conf. on Image Processing
    • Boubchir, L.1    Fadili, J.2
  • 26
    • 52649148633 scopus 로고    scopus 로고
    • Bayesian wavelet-based image denoising using the Gauss-Hermite expansion
    • 1057-7149
    • Rahman, S.M.M. Ahmad, M.O. Swamy, M.N.S.: 'Bayesian wavelet-based image denoising using the Gauss-Hermite expansion', IEEE Trans. Image Process., 2008, 17, (10), p. 1755-1771, 1057-7149
    • (2008) IEEE Trans. Image Process. , vol.17 , Issue.10 , pp. 1755-1771
    • Rahman, S.M.M.1    Ahmad, M.O.2    Swamy, M.N.S.3
  • 28
    • 33747727601 scopus 로고    scopus 로고
    • Wavelet-based statistical signal processing using hidden Markov models
    • 10.1109/78.668544, 1053-587X
    • Crouse, M.S. Nowak, R.D. Baraniuk, R.G.: 'Wavelet-based statistical signal processing using hidden Markov models', IEEE Trans. Signal Process., 1998, 46, (4), p. 886-902, 10.1109/78.668544, 1053-587X
    • (1998) IEEE Trans. Signal Process. , vol.46 , Issue.4 , pp. 886-902
    • Crouse, M.S.1    Nowak, R.D.2    Baraniuk, R.G.3
  • 29
    • 0011521795 scopus 로고    scopus 로고
    • Prior elicitation in the wavelet domain
    • Chipman, H. Wolfson, L.: 'Prior elicitation in the wavelet domain', Wavelets Stat., 1999, p. 83-94
    • (1999) Wavelets Stat. , pp. 83-94
    • Chipman, H.1    Wolfson, L.2
  • 31
    • 0032349461 scopus 로고    scopus 로고
    • Nonlinear wavelet shrinkage with bayes rules and bayes factors
    • Vidakovic, B.: 'Nonlinear wavelet shrinkage with bayes rules and bayes factors', J. Amr Stat. Assoc., 1998, p. 173-179
    • (1998) J. Amr Stat. Assoc. , pp. 173-179
    • Vidakovic, B.1
  • 32
    • 0035391385 scopus 로고    scopus 로고
    • Random cascade on wavelet trees and their use in modeling nutural images
    • 1063-5203
    • Wainwright, M. Simoncelli, E. Willsky, A.: 'Random cascade on wavelet trees and their use in modeling nutural images', Appl. Comput. Harmon. Anal, 2001, 11, p. 89-123, 1063-5203
    • (2001) Appl. Comput. Harmon. Anal , vol.11 , pp. 89-123
    • Wainwright, M.1    Simoncelli, E.2    Willsky, A.3
  • 33
    • 0242636409 scopus 로고    scopus 로고
    • Image denoising using gaussian scale mixtures in the wavelet domain
    • 10.1109/TIP.2003.818640, 1057-7149
    • Portilla, J. Strela, V. Wainwright, M.J. Simoncelli, E.P.: 'Image denoising using gaussian scale mixtures in the wavelet domain', IEEE Trans. Image Process., 2003, 12, p. 1338-1351, 10.1109/TIP.2003.818640, 1057-7149
    • (2003) IEEE Trans. Image Process. , vol.12 , pp. 1338-1351
    • Portilla, J.1    Strela, V.2    Wainwright, M.J.3    Simoncelli, E.P.4
  • 34
    • 33947173798 scopus 로고    scopus 로고
    • Wavelet based image denoising based on a mixture of Laplace distributions
    • Rabbani, H. Vafadoost, M.: 'Wavelet based image denoising based on a mixture of Laplace distributions', Iranian J. Sci. Technol., 2006, 30, (B6), p. 711-733
    • (2006) Iranian J. Sci. Technol. , vol.30 , Issue.6 , pp. 711-733
    • Rabbani, H.1    Vafadoost, M.2
  • 36
    • 0035125012 scopus 로고    scopus 로고
    • Improved hidden markov models in the wavelet-domain
    • 10.1109/78.890351, 1053-587X
    • Fan, G. Xia, X.: 'Improved hidden markov models in the wavelet-domain', IEEE Trans. Signal Process., 2001, 49, p. 115-120, 10.1109/78.890351, 1053-587X
    • (2001) IEEE Trans. Signal Process. , vol.49 , pp. 115-120
    • Fan, G.1    Xia, X.2
  • 37
    • 0033318388 scopus 로고    scopus 로고
    • Modeling the joint statistics of images in the wavelet domain
    • Simoncelli, E.: 'Modeling the joint statistics of images in the wavelet domain', Proc. SPIE 44th Annual Meeting, 1999
    • (1999) Proc. SPIE 44th Annual Meeting
    • Simoncelli, E.1
  • 38
    • 0035510179 scopus 로고    scopus 로고
    • Information-theoretic analysis of interscale and intrascale dependencies between image wavelet coecients
    • 10.1109/83.967393, 1057-7149
    • Liu, J. Moulin, P.: 'Information-theoretic analysis of interscale and intrascale dependencies between image wavelet coecients', IEEE Trans. Image Process., 2001, 10, p. 1647-1658, 10.1109/83.967393, 1057-7149
    • (2001) IEEE Trans. Image Process. , vol.10 , pp. 1647-1658
    • Liu, J.1    Moulin, P.2
  • 40
    • 0031117537 scopus 로고    scopus 로고
    • Wavelet-based image denoising using a markov random field a priori model
    • 1057-7149
    • Malfait, M. Roose, D.: 'Wavelet-based image denoising using a markov random field a priori model', IEEE Trans. Image Process., 1997, 6, p. 549-565, 1057-7149
    • (1997) IEEE Trans. Image Process. , vol.6 , pp. 549-565
    • Malfait, M.1    Roose, D.2
  • 42
    • 0342647438 scopus 로고    scopus 로고
    • Low complexity image denoising based on statistical modeling of wavelet coefficients
    • 10.1109/97.803428, 1070-9908
    • Mihcak, M.K. Kozintsev, I. Ramchandran, K. Moulin, P.: 'Low complexity image denoising based on statistical modeling of wavelet coefficients', IEEE Signal Process. Lett., 1999, 6, p. 300-303, 10.1109/97.803428, 1070-9908
    • (1999) IEEE Signal Process. Lett. , vol.6 , pp. 300-303
    • Mihcak, M.K.1    Kozintsev, I.2    Ramchandran, K.3    Moulin, P.4
  • 44
    • 0035341182 scopus 로고    scopus 로고
    • Image denoising using a local contextual hidden markov model in the wavelet domain
    • 10.1109/97.917691, 1070-9908
    • Fan, G. Xia, X.: 'Image denoising using a local contextual hidden markov model in the wavelet domain', IEEE Signal Process. Lett., 2001, 8, p. 125-128, 10.1109/97.917691, 1070-9908
    • (2001) IEEE Signal Process. Lett. , vol.8 , pp. 125-128
    • Fan, G.1    Xia, X.2
  • 45
    • 0036563492 scopus 로고    scopus 로고
    • A joint inter- and intrascale statistical model for bayesian wavelet based image denoising
    • 10.1109/TIP.2002.1006401, 1057-7149
    • Pizurica, A. Philips, W. Lemahieu, I. Acheroy, M.: 'A joint inter- and intrascale statistical model for bayesian wavelet based image denoising', IEEE Trans. Image Process., 2002, 11, (5), p. 545-557, 10.1109/TIP.2002.1006401, 1057-7149
    • (2002) IEEE Trans. Image Process. , vol.11 , Issue.5 , pp. 545-557
    • Pizurica, A.1    Philips, W.2    Lemahieu, I.3    Acheroy, M.4
  • 46
    • 0036959297 scopus 로고    scopus 로고
    • Bivariate shrinkage with local variance estimation
    • 10.1109/LSP.2002.806054, 1070-9908
    • Sendur, L. Selesnick, I.W.: 'Bivariate shrinkage with local variance estimation', IEEE Signal Process. Lett., 2002, 9, (12), p. 438-441, 10.1109/LSP.2002.806054, 1070-9908
    • (2002) IEEE Signal Process. Lett. , vol.9 , Issue.12 , pp. 438-441
    • Sendur, L.1    Selesnick, I.W.2
  • 47
    • 0242365670 scopus 로고    scopus 로고
    • Wavelet domain image denoising by thresholding and Wiener filtering
    • 10.1109/LSP.2003.818225, 1070-9908
    • Kazubek, M.: 'Wavelet domain image denoising by thresholding and Wiener filtering', IEEE Signal Process. Lett., 2003, 10, (11), p. 324-326, 10.1109/LSP.2003.818225, 1070-9908
    • (2003) IEEE Signal Process. Lett. , vol.10 , Issue.11 , pp. 324-326
    • Kazubek, M.1
  • 48
    • 10244251578 scopus 로고    scopus 로고
    • Wavelet-based denoising with nearly arbitrarily shaped windows
    • 10.1109/LSP.2004.836940, 1070-9908
    • Eom, I.K. Kim, Y.S.: 'Wavelet-based denoising with nearly arbitrarily shaped windows', IEEE Signal Process. Lett., 2004, 11, (12), p. 937-940, 10.1109/LSP.2004.836940, 1070-9908
    • (2004) IEEE Signal Process. Lett. , vol.11 , Issue.12 , pp. 937-940
    • Eom, I.K.1    Kim, Y.S.2
  • 50
    • 0345097549 scopus 로고    scopus 로고
    • Wavelet-based adaptive image denoising with edge preservation
    • Zhan, C.Q. Karam, L.J.: 'Wavelet-based adaptive image denoising with edge preservation', Proc. IEEE Int. Conf. on Image Processing, 2003, 1, p. 97-100
    • (2003) Proc. IEEE Int. Conf. on Image Processing , vol.1 , pp. 97-100
    • Zhan, C.Q.1    Karam, L.J.2
  • 51
    • 0035942668 scopus 로고    scopus 로고
    • Efficient wavelet-based image denoising algorithm
    • 10.1049/el:20010466, 0013-5194
    • Cai, Z. Cheng, T.H. Lu, C. Subramanian, K.R.: 'Efficient wavelet-based image denoising algorithm', Electron. Lett., 2001, 37, (11), p. 683-684, 10.1049/el:20010466, 0013-5194
    • (2001) Electron. Lett. , vol.37 , Issue.11 , pp. 683-684
    • Cai, Z.1    Cheng, T.H.2    Lu, C.3    Subramanian, K.R.4
  • 53
    • 34548599805 scopus 로고    scopus 로고
    • Image/video denoising based on a mixture of Laplace distributions with local parameters in multidimensional complex wavelet domain
    • 0165-1684
    • Rabbani, H. Vafadoost, M.: 'Image/video denoising based on a mixture of Laplace distributions with local parameters in multidimensional complex wavelet domain', Signal Process., 2008, 88, (1), p. 158-173, 0165-1684
    • (2008) Signal Process. , vol.88 , Issue.1 , pp. 158-173
    • Rabbani, H.1    Vafadoost, M.2
  • 54
    • 78649868087 scopus 로고    scopus 로고
    • Multivariate quasi-Laplacian mixture models for wavelet-based image denoising
    • Atlanta, GA, USA, 2006.
    • Shi, F. Selesnick, I.: 'Multivariate quasi-Laplacian mixture models for wavelet-based image denoising', Proc. 13th IEEE Int. Conf. on Image Processing, Atlanta, GA, USA, 2006 p. 2625-2628
    • Proc. 13th IEEE Int. Conf. on Image Processing , pp. 2625-2628
    • Shi, F.1    Selesnick, I.2
  • 57
    • 0000917558 scopus 로고
    • The use of maximum likelihood estimates in χ, 2 tests for goodness-of-fit
    • Chernoff, H. Lehmann, E.L.: 'The use of maximum likelihood estimates in χ, 2 tests for goodness-of-fit', Ann. Math. Stat., 1954, p. 579-586
    • (1954) Ann. Math. Stat. , pp. 579-586
    • Chernoff, H.1    Lehmann, E.L.2
  • 58
    • 31344451735 scopus 로고    scopus 로고
    • Estimating the probability of the presence of a signal of interest in multiresolution single and multiband image denoising
    • 10.1109/TIP.2005.863698, 1057-7149
    • Pizurica, A. Philips, W.: 'Estimating the probability of the presence of a signal of interest in multiresolution single and multiband image denoising', IEEE Trans. Image Process., 2006, 15, (3), p. 654-665, 10.1109/TIP.2005.863698, 1057-7149
    • (2006) IEEE Trans. Image Process. , vol.15 , Issue.3 , pp. 654-665
    • Pizurica, A.1    Philips, W.2
  • 59
    • 34547535700 scopus 로고    scopus 로고
    • A new SURE approach to image denoising: Interscale orthonormal wavelet thresholding
    • 10.1109/TIP.2007.891064, 1057-7149
    • Luisier, F. Blu, T. Unser, M.: 'A new SURE approach to image denoising: Interscale orthonormal wavelet thresholding', IEEE Trans. Image Process., 2007, 16, (3), p. 593-606, 10.1109/TIP.2007.891064, 1057-7149
    • (2007) IEEE Trans. Image Process. , vol.16 , Issue.3 , pp. 593-606
    • Luisier, F.1    Blu, T.2    Unser, M.3
  • 60
    • 33749161371 scopus 로고    scopus 로고
    • The nonsubsampled contourlet transform: theory, design, and applications
    • 10.1109/TIP.2006.877507, 1057-7149
    • Cunha, A.L. Zhou, J. Do, M.N.: 'The nonsubsampled contourlet transform: theory, design, and applications', IEEE Trans. Image Process., 2006, 15, (10), p. 3089-3101, 10.1109/TIP.2006.877507, 1057-7149
    • (2006) IEEE Trans. Image Process. , vol.15 , Issue.10 , pp. 3089-3101
    • Cunha, A.L.1    Zhou, J.2    Do, M.N.3
  • 61
    • 33646883645 scopus 로고    scopus 로고
    • Directional multiscale modeling of images using the contourlet transform
    • 10.1109/TIP.2006.873450, 1057-7149
    • Po, D.D.-Y. Do, M.N.: 'Directional multiscale modeling of images using the contourlet transform', IEEE Trans. Image Process., 2006, 15, (6), p. 1610-1620, 10.1109/TIP.2006.873450, 1057-7149
    • (2006) IEEE Trans. Image Process. , vol.15 , Issue.6 , pp. 1610-1620
    • Po, D.D.-Y.1    Do, M.N.2
  • 62
    • 0348223982 scopus 로고    scopus 로고
    • Sparse code shrinkage: denoising of nongaussian data by maximum likelihood estimation
    • 0899-7667
    • Hyvarinen, A.: 'Sparse code shrinkage: denoising of nongaussian data by maximum likelihood estimation', Neural Comput., 1999, 11, p. 1739-1768, 0899-7667
    • (1999) Neural Comput. , vol.11 , pp. 1739-1768
    • Hyvarinen, A.1
  • 64
    • 0003498504 scopus 로고
    • Table of integrals, series and products
    • Academic Press, New York
    • Gradshteyn, I.S. Ryzhik, I.M.: 'Table of integrals, series and products', (Academic Press, New York 1980)
    • (1980)
    • Gradshteyn, I.S.1    Ryzhik, I.M.2
  • 65
    • 0021404166 scopus 로고
    • Mixture densities, maximum likelihood and the EM algorithm
    • 0036-1445
    • Redner, R.A. Walker, H.F.: 'Mixture densities, maximum likelihood and the EM algorithm', SIAM Rev., 1984, 26, (2), p. 195-239, 0036-1445
    • (1984) SIAM Rev. , vol.26 , Issue.2 , pp. 195-239
    • Redner, R.A.1    Walker, H.F.2
  • 66
    • 0001259111 scopus 로고    scopus 로고
    • Bayesian model averaging: a tutorial (with discussion)
    • 0883-4237
    • Hoeting, J. Madigan, D. Raftery, A. Volinsky, C.T.: 'Bayesian model averaging: a tutorial (with discussion)', Stat. Sci., 1999, 14, (4), pp 382-417), 0883-4237
    • (1999) Stat. Sci. , vol.14 , Issue.4 , pp. 382-417
    • Hoeting, J.1    Madigan, D.2    Raftery, A.3    Volinsky, C.T.4
  • 69
    • 77957568447 scopus 로고    scopus 로고
    • Wavelet-domain soft-thresholding for non-stationary noise
    • Atlanta, GA, USA.
    • Lo, WanYee Selesnick, I.: 'Wavelet-domain soft-thresholding for non-stationary noise', Proc. 13th IEEE Int. Conf. on Image Processing, Atlanta, GA, USA 2006, p. 1441-1444
    • (2006) Proc. 13th IEEE Int. Conf. on Image Processing , pp. 1441-1444
    • Lo WanYee1    Selesnick, I.2
  • 70
    • 50049093847 scopus 로고    scopus 로고
    • Speckle noise reduction of medical ultrasound images in complex wavelet domain using mixture priors
    • 0018-9294
    • Rabbani, H. Vafadust, M. Abolmaesumi, P. Gazor, S.: 'Speckle noise reduction of medical ultrasound images in complex wavelet domain using mixture priors', IEEE Trans. Biomed. Eng., 2008, 55, (9), p. 2152-2160, 0018-9294
    • (2008) IEEE Trans. Biomed. Eng. , vol.55 , Issue.9 , pp. 2152-2160
    • Rabbani, H.1    Vafadust, M.2    Abolmaesumi, P.3    Gazor, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.