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Image Restoration using Gaussian Scale Mixtures in Overcomplete Oriented Pyramids (A Review)
J Portilla. Wavelets XI, in SPIE's International Symposium on Optical
Science and Technology, SPIE's 50th Annual Meeting, Proc. of the SPIE, vol.
5914, pp. 468-82, San Diego, CA, Aug 2005
Abstract /
Reprint (2.94 Mb, pdf)
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Two-Level Adaptive Denoising Using Gaussian Scale Mixtures in Overcomplete Oriented Pyramids
J A Guerrero-Colon, J Portilla.
12th IEEE Int'l Conf on Image Processing. Genoa, Italy. Sept 2005.
Abstract / Reprint (213 Kb, pdf)
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Full Blind Denoising through Noise Covariance Estimation using Gaussian Scale Mixtures in the Wavelet Domain
J Portilla.
11th IEEE Int'l Conf on Image Processing.
pp. 1217-1220, Singapore. October 2004.
Abstract / Reprint (194 Kb, pdf)
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Blind Non-White Noise Removal in Images using Gaussian Scale Mixtures in the Wavelet Domain
J Portilla.
Proc. of the IEEE Benelux Signal Processing Symposium.
pp. 17-20, Hilvarenbeek, The Netherlands, April 2004.
Abstract / Reprint (272 Kb, pdf)
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Image Denoising using Scale Mixtures of Gaussians in the Wavelet Domain.
J Portilla, V Strela, M Wainwright, E P Simoncelli.
IEEE Transactions on Image Processing.
vol 12, no. 11, pp. 1338-1351, November 2003.
Abstract / Preprint (300 Kb, pdf)
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Image Restoration using Gaussian Scale Mixtures in the Wavelet Domain.
J Portilla, E P Simoncelli.
9th IEEE Int'l Conf on Image Processing.
vol. II, pp. 965-968, Barcelona, Spain. September 2003.
Abstract / Reprint (124k, pdf) / Poster (shrunk) (1.1Mb, pdf)
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Image Denoising using Gaussian Scale Mixtures in the Wavelet Domain
J Portilla, V Strela, M Wainwright, E P Simoncelli.
Technical Report TR2002-831,
Computer Science Department, Courant Institute of Mathematical Sciences,
New York University. September 2002.
Abstract/Download TR
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Adaptive Wiener Denoising using a Gaussian Scale Mixture Model in the Wavelet Domain.
J Portilla, V Strela, M Wainwright, E P Simoncelli.
8th IEEE Int'l Conf on Image Processing.
Thessaloniki, Greece. 7-10 October 2001.
Abstract / Reprint (111k, ps.gz) / Reprint (218k, pdf) / Presentation (2.3Mb, pdf)
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Image Denoising Using a Local Gaussian Scale Mixture Model in the Wavelet Domain.
V Strela, J Portilla, and E Simoncelli.
SPIE 45th Annual Meeting. San Diego, CA. July 2000.
Abstract
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Full Text (218Kb, ps.gz)
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Full Text (129Kb, pdf)