Image denoising using Gaussian scale mixtures with Gaussian-Hermite PDF in steerable pyramid domain

DOI10.1007/S10851-010-0238-YzbMath1255.68271OpenAlexW2077994308MaRDI QIDQ1932836

Zhong-Kai Fu, Pan-Pan Niu, Li Zhao, Xiang-Yang Wang

Publication date: 22 January 2013

Published in: Journal of Mathematical Imaging and Vision (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10851-010-0238-y

zbMATH Keywords

image denoisingGaussian scale mixturesBayes least squares estimatorGaussian-Hermite PDFsteerable pyramid transform

Mathematics Subject Classification ID

Computing methodologies for image processing (68U10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

Related Items (1)

New type of Gegenbauer-Hermite monogenic polynomials and associated Clifford wavelets

Uses Software

• DT-CWT
• Steerable pyramid
• NSCT toolbox

Cites Work

• Unnamed Item
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• Image denoising with complex ridgelets
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• Probabilistic Formulation of Independent Vector Analysis Using Complex Gaussian Scale Mixtures
• Wavelet-based image estimation: an empirical Bayes approach using Jeffrey's noninformative prior
• The Shiftable Complex Directional Pyramid—Part I: Theoretical Aspects
• Image Modeling and Denoising With Orientation-Adapted Gaussian Scale Mixtures
• A Hierarchical Bayesian Model for Learning Nonlinear Statistical Regularities in Nonstationary Natural Signals

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