메뉴 건너뛰기




Volumn , Issue , 2006, Pages 945-952

Statistical Modeling of Images with Fields of Gaussian Scale Mixtures

Author keywords

[No Author keywords available]

Indexed keywords

GAUSSIAN DISTRIBUTION; IMAGE ENHANCEMENT; IMAGING SYSTEMS; MARKOV PROCESSES; PHOTOGRAPHY; WAVELET TRANSFORMS;

EID: 85158052264     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (11)

References (21)
  • 1
    • 0019570836 scopus 로고
    • Fast filter transforms for image processing
    • P. J. Burt. Fast filter transforms for image processing. Comp. Graph. Image Proc., 16:20-51, 1981.
    • (1981) Comp. Graph. Image Proc , vol.16 , pp. 20-51
    • Burt, P. J.1
  • 2
    • 0023492118 scopus 로고
    • Relations between the statistics of natural images and the response properties of cortical cells
    • D. J. Field. Relations between the statistics of natural images and the response properties of cortical cells. J. Opt. Soc. Am., 4(12):2379-2394, 1987.
    • (1987) J. Opt. Soc. Am , vol.4 , Issue.12 , pp. 2379-2394
    • Field, D. J.1
  • 3
    • 17944388697 scopus 로고
    • Statistical dependencies between orientation filter outputs used in human vision based image code
    • B. Wegmann and C. Zetzsche. Statistical dependencies between orientation filter outputs used in human vision based image code. In Proc. Visual Comm. and Image Proc., volume 1360, pages 909-922, 1990.
    • (1990) Proc. Visual Comm. and Image Proc , vol.1360 , pp. 909-922
    • Wegmann, B.1    Zetzsche, C.2
  • 4
    • 0033338289 scopus 로고    scopus 로고
    • Image compression via joint statistical characterization in the wavelet domain
    • R. W. Buccigrossi and E. P. Simoncelli. Image compression via joint statistical characterization in the wavelet domain. IEEE Trans. on Image Proc., 8(12):1688-1701, 1999.
    • (1999) IEEE Trans. on Image Proc , vol.8 , Issue.12 , pp. 1688-1701
    • Buccigrossi, R. W.1    Simoncelli, E. P.2
  • 6
    • 0032025550 scopus 로고    scopus 로고
    • Filters, random fields and maximum entropy (FRAME): Towards a unified theory for texture modeling
    • S. C. Zhu, Y. Wu, and D. Mumford. Filters, random fields and maximum entropy (FRAME): Towards a unified theory for texture modeling. Int'l. J. Comp. Vis., 27(2):107-126, 1998.
    • (1998) Int'l. J. Comp. Vis , vol.27 , Issue.2 , pp. 107-126
    • Zhu, S. C.1    Wu, Y.2    Mumford, D.3
  • 7
    • 24644467818 scopus 로고    scopus 로고
    • Fields of experts: a framework for learning image priors
    • S. Roth and M. J. Black. Fields of experts: a framework for learning image priors. In IEEE Conf. on Comp. Vis. and Pat. Rec., volume 2, pages 860-867, 2005.
    • (2005) IEEE Conf. on Comp. Vis. and Pat. Rec , vol.2 , pp. 860-867
    • Roth, S.1    Black, M. J.2
  • 9
    • 84898965689 scopus 로고    scopus 로고
    • Scale mixtures of Gaussians and the statistics of natural images
    • pages May
    • M. J. Wainwright and E. P. Simoncelli. Scale mixtures of Gaussians and the statistics of natural images. In Adv. Neural Info. Proc. Sys. (NIPS*99), volume 12, pages 855-861, May 2000.
    • (2000) Adv. Neural Info. Proc. Sys. (NIPS*99) , vol.12 , pp. 855-861
    • Wainwright, M. J.1    Simoncelli, E. P.2
  • 10
    • 13244255412 scopus 로고    scopus 로고
    • A hierarchical Bayesian model for learning non-linear statistical regularities in non-stationary natural signals
    • Y. Karklin and M. S. Lewicki. A hierarchical Bayesian model for learning non-linear statistical regularities in non-stationary natural signals. Neural Computation, 17(2):397-423, 2005.
    • (2005) Neural Computation , vol.17 , Issue.2 , pp. 397-423
    • Karklin, Y.1    Lewicki, M. S.2
  • 13
    • 0035398091 scopus 로고    scopus 로고
    • Bayesian tree-structured image modeling using wavelet domain hidden Markov models
    • J. Romberg, H. Choi, and R. G. Baraniuk. Bayesian tree-structured image modeling using wavelet domain hidden Markov models. IEEE Trans. on Image Proc., 10(7):303-347, 2001.
    • (2001) IEEE Trans. on Image Proc , vol.10 , Issue.7 , pp. 303-347
    • Romberg, J.1    Choi, H.2    Baraniuk, R. G.3
  • 14
    • 0035391385 scopus 로고    scopus 로고
    • Random cascades on wavelet trees and their use in modeling and analyzing natural imagery
    • M. J. Wainwright, E. P. Simoncelli, and A. S. Willsky. Random cascades on wavelet trees and their use in modeling and analyzing natural imagery. Appl. and Comp. Harm. Ana., 11(1):89-123, 2001.
    • (2001) Appl. and Comp. Harm. Ana , vol.11 , Issue.1 , pp. 89-123
    • Wainwright, M. J.1    Simoncelli, E. P.2    Willsky, A. S.3
  • 17
    • 0029487233 scopus 로고
    • The steerable pyramid: A flexible architecture for multi-scale derivative computation
    • E. P. Simoncelli and W. T. Freeman. The steerable pyramid: A flexible architecture for multi-scale derivative computation. In IEEE Int'l. Conf. on Image Proc., volume 3, pages 444-447, 1995.
    • (1995) IEEE Int'l. Conf. on Image Proc , vol.3 , pp. 444-447
    • Simoncelli, E. P.1    Freeman, W. T.2
  • 18
    • 3042609133 scopus 로고
    • The statistics of natural images
    • D. Ruderman. The statistics of natural images. Network: Comp. in Neural Sys., 5:598-605, 1994.
    • (1994) Network: Comp. in Neural Sys , vol.5 , pp. 598-605
    • Ruderman, D.1
  • 19
    • 0031213473 scopus 로고    scopus 로고
    • Unsupervised image restoration and edge location using compound Gauss-Markov random fields and MDL principle
    • M. Figueiredo and J. Leitäo. Unsupervised image restoration and edge location using compound Gauss-Markov random fields and MDL principle. IEEE Trans. on Image Proc., 6(8):1089-1122, 1997.
    • (1997) IEEE Trans. on Image Proc , vol.6 , Issue.8 , pp. 1089-1122
    • Figueiredo, M.1    Leitäo, J.2
  • 20
    • 0000013152 scopus 로고
    • On the statistical analysis of dirty pictures
    • J. Besag. On the statistical analysis of dirty pictures. J. of the Royal Stat. Soc., Series B, 48:259-302, 1986.
    • (1986) J. of the Royal Stat. Soc., Series B , vol.48 , pp. 259-302
    • Besag, J.1
  • 21
    • 78649838951 scopus 로고    scopus 로고
    • Image denoising with an orientation-adaptive Gaussian scale mixture model
    • pages October
    • D. K. Hammond and E. P. Simoncelli. Image denoising with an orientation-adaptive Gaussian scale mixture model. In Proc. 13th IEEE Int'l. Conf. on Image Proc., pages 1433-1436, October 2006.
    • (2006) Proc. 13th IEEE Int'l. Conf. on Image Proc , pp. 1433-1436
    • Hammond, D. K.1    Simoncelli, E. P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.