Bounded generalized Gaussian mixture model

DOI10.1016/j.patcog.2014.03.030zbMath1342.68270OpenAlexW2048167005MaRDI QIDQ736308

Thanh Minh Nguyen, Hui Zhang, Q. M. Jonathan Wu

Publication date: 3 August 2016

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2014.03.030

zbMATH Keywords

mixture modelgeneralized Gaussian distributionbounded support regions

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10) Machine vision and scene understanding (68T45)

Related Items

Bounded Asymmetric Gaussian Mixture-Based Hidden Markov Models, A new double truncated generalized gamma model with some applications, Multivariate Bounded Asymmetric Gaussian Mixture Model, Flexible Statistical Learning Model for Unsupervised Image Modeling and Segmentation

Uses Software

• PRMLT

Cites Work

• A robust EM clustering algorithm for Gaussian mixture models
• The infinite Student's \(t\)-factor mixture analyzer for robust clustering and classification
• Probabilistic classifiers with a generalized Gaussian scale mixture prior
• Adaptive wavelet thresholding for image denoising and compression
• Multivariate Boundary Kernels and a Continuous Least Squares Principle
• Analysis of multiresolution image denoising schemes using generalized Gaussian and complexity priors
• Statistical Wavelet Subband Characterization Based on Generalized Gamma Density and Its Application in Texture Retrieval
• Wavelet Modeling Using Finite Mixtures of Generalized Gaussian Distributions: Application to Texture Discrimination and Retrieval
• Robust Statistics
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