메뉴 건너뛰기




Volumn 17, Issue 4, 2008, Pages 482-492

SURE-LET multichannel image denoising: Interscale orthonormal wavelet thresholding

Author keywords

Color image denoising; Interscale dependencies; Multichannel image denoising; Nonredundant transforms; Orthonormal wavelet transforms (OWTs); Stein's unbiased risk estimate (SURE)

Indexed keywords

ALGORITHMS; COMPUTATIONAL EFFICIENCY; IMAGE RESOLUTION; OPTIMIZATION; WAVELET TRANSFORMS;

EID: 41949127409     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2008.919370     Document Type: Article
Times cited : (142)

References (31)
  • 1
    • 84990575058 scopus 로고    scopus 로고
    • I. Daubechies, Orthonormal Bases of Compactly Supported Wavelets, Commun. Pure Appl. Math., pp. 909-996, 1988.
    • I. Daubechies, "Orthonormal Bases of Compactly Supported Wavelets," Commun. Pure Appl. Math., vol. pp. 909-996, 1988.
  • 2
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • Jul
    • S. Mallat, "A theory for multiresolution signal decomposition: The wavelet representation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 11, no. 7, pp. 674-693, Jul. 1989.
    • (1989) IEEE Trans. Pattern Anal. Mach. Intell , vol.11 , Issue.7 , pp. 674-693
    • Mallat, S.1
  • 3
    • 41949117839 scopus 로고    scopus 로고
    • I. Daubechies, Ten lectures on wavelets, presented at the CBMS-NSF Regional Conf. Ser. Applied Mathematics, Mar. 1992.
    • I. Daubechies, "Ten lectures on wavelets," presented at the CBMS-NSF Regional Conf. Ser. Applied Mathematics, Mar. 1992.
  • 4
    • 84950459514 scopus 로고
    • Adapting to unknown smoothness via wavelet shrinkage
    • Dec
    • D. L. Donoho and I. M. Johnston, "Adapting to unknown smoothness via wavelet shrinkage," J. Amer. Statist. Assoc., vol. 90, no. 432, pp. 1200-1224, Dec. 1995.
    • (1995) J. Amer. Statist. Assoc , vol.90 , Issue.432 , pp. 1200-1224
    • Donoho, D.L.1    Johnston, I.M.2
  • 5
    • 0031315608 scopus 로고    scopus 로고
    • H. A. Chipman, E. D. Kolaczyk, and R. E. McCulloch, Adaptive Bayesian wavelet shrinkage, J. Roy. Statist. Soc., 92, no. 440, pp. Jun. 1998.
    • H. A. Chipman, E. D. Kolaczyk, and R. E. McCulloch, "Adaptive Bayesian wavelet shrinkage," J. Roy. Statist. Soc., vol. 92, no. 440, pp. Jun. 1998.
  • 6
    • 0001682758 scopus 로고    scopus 로고
    • Multiple shrinkage and subset selection in wavelets
    • Jun
    • M. Clyde, G. Parmigiani, and B. Vidakovic, "Multiple shrinkage and subset selection in wavelets," Biometrika, vol. 85, no. 2, pp. 391-401, Jun. 1998.
    • (1998) Biometrika , vol.85 , Issue.2 , pp. 391-401
    • Clyde, M.1    Parmigiani, G.2    Vidakovic, B.3
  • 8
    • 0036844073 scopus 로고    scopus 로고
    • Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency
    • Nov
    • L. Şendur and I. W. Selesnick, "Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency," IEEE Trans. Signal Process., vol. 50, no. 11, pp. 2744-2756, Nov. 2002.
    • (2002) IEEE Trans. Signal Process , vol.50 , Issue.11 , pp. 2744-2756
    • Şendur, L.1    Selesnick, I.W.2
  • 9
    • 31344451735 scopus 로고    scopus 로고
    • Estimating the probability of the presence of a signal of interest in multiresolution single- and multiband image denoising
    • Mar
    • A. Pižurica and W. Philips, "Estimating the probability of the presence of a signal of interest in multiresolution single- and multiband image denoising," IEEE Irans. Image Process., vol. 15, no. 3, pp. 654-665, Mar. 2006.
    • (2006) IEEE Irans. Image Process , vol.15 , Issue.3 , pp. 654-665
    • Pižurica, A.1    Philips, W.2
  • 10
    • 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 Process., vol. 12, no. 11, pp. 1338-1351, Nov. 2003.
    • (2003) IEEE Trans. Image Process , vol.12 , Issue.11 , pp. 1338-1351
    • Portilla, J.1    Strela, V.2    Wainwright, M.J.3    Simoncelli, E.P.4
  • 12
    • 36348943666 scopus 로고    scopus 로고
    • The SURE-LET approach to image denoising
    • Nov
    • T. Blu and F. Luisier, "The SURE-LET approach to image denoising," IEEE Trans. Image Process., vol 16, no. 11, pp. 2778-2786, Nov. 2007.
    • (2007) IEEE Trans. Image Process , vol.16 , Issue.11 , pp. 2778-2786
    • Blu, T.1    Luisier, F.2
  • 13
    • 0035694294 scopus 로고    scopus 로고
    • Total variation denoising and enhancement of color images; Based on the CB and HSV color representation
    • Jun
    • T. F. Chan, S. H. Kang, and J. Shen, "Total variation denoising and enhancement of color images; Based on the CB and HSV color representation," J. Vis. Commun. Image Represent., vol. 12, no. 4, pp. 422-435, Jun. 2001.
    • (2001) J. Vis. Commun. Image Represent , vol.12 , Issue.4 , pp. 422-435
    • Chan, T.F.1    Kang, S.H.2    Shen, J.3
  • 14
    • 0035334369 scopus 로고    scopus 로고
    • Color image enhancement via chromaticity diffusion
    • May
    • B. Tang, G. Sapiro, and V. Caselles, "Color image enhancement via chromaticity diffusion," IEEE Trans. Image Process., vol. 10, no. 5, pp. 701-707, May 2001.
    • (2001) IEEE Trans. Image Process , vol.10 , Issue.5 , pp. 701-707
    • Tang, B.1    Sapiro, G.2    Caselles, V.3
  • 15
    • 33645985476 scopus 로고    scopus 로고
    • PDE-based image restoration: A hybrid model and color image denoising
    • May
    • S. Kim, "PDE-based image restoration: A hybrid model and color image denoising," IEEE Trans. Image Process., vol. 15, no. 15, pp. 1163-1170, May 2006.
    • (2006) IEEE Trans. Image Process , vol.15 , Issue.15 , pp. 1163-1170
    • Kim, S.1
  • 16
    • 0042440853 scopus 로고    scopus 로고
    • O. Ben-Shahar and S. W. Zucker, Hue fields and color curvatures: A perceptual organization approach to color image denoising, in Proc. IEEE Conf. Computer Vision and Pattern Recognition, Jun. 2003, 2, pp. II-713-II-720.
    • O. Ben-Shahar and S. W. Zucker, "Hue fields and color curvatures: A perceptual organization approach to color image denoising," in Proc. IEEE Conf. Computer Vision and Pattern Recognition, Jun. 2003, vol. 2, pp. II-713-II-720.
  • 17
    • 33747724026 scopus 로고    scopus 로고
    • Edge-proserving image denoising via optimal color space projection
    • Sep
    • N.-X. Lian, V. Zagorodnov, and Y.-P. Tan, "Edge-proserving image denoising via optimal color space projection," IEEE Trans. Image Process., vol. 15. no. 9, pp. 2575-2587, Sep. 2006.
    • (2006) IEEE Trans. Image Process , vol.15 , Issue.9 , pp. 2575-2587
    • Lian, N.-X.1    Zagorodnov, V.2    Tan, Y.-P.3
  • 18
    • 30844437485 scopus 로고    scopus 로고
    • Wavelet domain denoising of single-band and multiband images adapted to the probability of the presence of features of interest
    • No. 591411
    • A. Pižurica, W. Philips, and P. Scheumders, "Wavelet domain denoising of single-band and multiband images adapted to the probability of the presence of features of interest," Proc. SPIE, vol. 5914, no. 591411, Sep. 2005.
    • (2005) Proc. SPIE , vol.5914
    • Pižurica, A.1    Philips, W.2    Scheumders, P.3
  • 19
    • 0035398091 scopus 로고    scopus 로고
    • Bayesian tree-structured image modeling using wavelet-domain hidden Markov models
    • Jul
    • J. K. Romberg, H. Choi, and R. G. Baraniuk, "Bayesian tree-structured image modeling using wavelet-domain hidden Markov models," IEEE Trans. Image Process., vol. 10, no. 7, pp. 1056-1068, Jul. 2001.
    • (2001) IEEE Trans. Image Process , vol.10 , Issue.7 , pp. 1056-1068
    • Romberg, J.K.1    Choi, H.2    Baraniuk, R.G.3
  • 20
    • 0030286977 scopus 로고    scopus 로고
    • Anisotropic diffusion of multivalued images with applications to color filtering
    • Nov
    • G. Sapiro and D. L. Ringach, "Anisotropic diffusion of multivalued images with applications to color filtering," IEEE Trans. Signal Process., vol. 5, no. 11, pp. 1582-1586, Nov. 1996.
    • (1996) IEEE Trans. Signal Process , vol.5 , Issue.11 , pp. 1582-1586
    • Sapiro, G.1    Ringach, D.L.2
  • 21
    • 0032026262 scopus 로고    scopus 로고
    • Color TV: Total variation methods for restoration of vector-valued images
    • Mar
    • P. Blomgren and T. F. Chan, "Color TV: Total variation methods for restoration of vector-valued images," IEEE Trans. Image Process., vol. 7, no. 3, pp. 304-309, Mar. 1998.
    • (1998) IEEE Trans. Image Process , vol.7 , Issue.3 , pp. 304-309
    • Blomgren, P.1    Chan, T.F.2
  • 22
    • 0034258681 scopus 로고    scopus 로고
    • Wavelet thresholding for multiple noisy image copies
    • Sep
    • S. G. Chang, B. Yu, and M. Vetterli, "Wavelet thresholding for multiple noisy image copies," IEEE Trans. Image Process., vol. 9, no. 9, pp. 1631-1635, Sep. 2000.
    • (2000) IEEE Trans. Image Process , vol.9 , Issue.9 , pp. 1631-1635
    • Chang, S.G.1    Yu, B.2    Vetterli, M.3
  • 23
    • 0035575807 scopus 로고    scopus 로고
    • Multispectral image restoration by the wavelety-Karhunen-Loeve transform
    • Dec
    • J.-L. Starck and Querre, "Multispectral image restoration by the wavelety-Karhunen-Loeve transform," Signal Process., vol. 81, no. 12, pp. 2449-2459, Dec. 2001.
    • (2001) Signal Process , vol.81 , Issue.12 , pp. 2449-2459
    • Starck, J.-L.1    Querre2
  • 25
    • 1942436683 scopus 로고    scopus 로고
    • Wavelet thresholding of multivalued images
    • Apr
    • P. Scheunders, "Wavelet thresholding of multivalued images," IEEE Trans. Image Process., vol. 13, no. 4, pp. 475-483, Apr. 2004.
    • (2004) IEEE Trans. Image Process , vol.13 , Issue.4 , pp. 475-483
    • Scheunders, P.1
  • 26
    • 34147177595 scopus 로고    scopus 로고
    • Wavelet denoising of multicomponent images, using a Gaussian scale mixture model
    • P. Scheunders and S. D. Backer, "Wavelet denoising of multicomponent images, using a Gaussian scale mixture model," in Proc. 18th Int. Conf. Pattern Recognition, 2006, vol. 3, pp. 754-757.
    • (2006) Proc. 18th Int. Conf. Pattern Recognition , vol.3 , pp. 754-757
    • Scheunders, P.1    Backer, S.D.2
  • 27
    • 27844477304 scopus 로고    scopus 로고
    • Building robust wavelet estimators for multicomponent images using Stein s principle
    • Nov
    • A. Benazza-Benyahia and J.-C. Pesquet, "Building robust wavelet estimators for multicomponent images using Stein s principle," IEEE Trans. Image Process., vol. 14, no. 11, pp. 1814-1810, Nov. 2005.
    • (2005) IEEE Trans. Image Process , vol.14 , Issue.11 , pp. 1814-1810
    • Benazza-Benyahia, A.1    Pesquet, J.-C.2
  • 28
    • 0000169918 scopus 로고
    • Estimation of the mean of a multivariate normal distribution
    • C. Stein, "Estimation of the mean of a multivariate normal distribution," Ann. Statist., vol. 9, pp. 1135-1151, 1981.
    • (1981) Ann. Statist , vol.9 , pp. 1135-1151
    • Stein, C.1
  • 29
    • 34547535700 scopus 로고    scopus 로고
    • A new SURE approach to image denoising: Interscale orthonormal wavelet thresholding
    • Mar
    • F. Luisier, T. Blu, and M. Unser, "A new SURE approach to image denoising: Interscale orthonormal wavelet thresholding," IEEE Trans. Image Process., vol. 16, no. 3, pp. 593-606, Mar. 2007.
    • (2007) IEEE Trans. Image Process , vol.16 , Issue.3 , pp. 593-606
    • Luisier, F.1    Blu, T.2    Unser, M.3
  • 30
    • 41949115678 scopus 로고    scopus 로고
    • Online, Available
    • SURE-LET Color Denoising Demo, [Online]. Available: http:// bigwww.epf1.ch/demo/suredenoising-color/index.html
    • SURE-LET Color Denoising Demo
  • 31
    • 20444441997 scopus 로고    scopus 로고
    • Least-squares interband denoising of color and multispectral images
    • Oct
    • P. Scheunders and J. Driesen, "Least-squares interband denoising of color and multispectral images," in Proc. IEEE Int. Conf. Image Processing, Oct. 2004, vol. 2, pp. 985-988.
    • (2004) Proc. IEEE Int. Conf. Image Processing , vol.2 , pp. 985-988
    • Scheunders, P.1    Driesen, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.