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A dual EM algorithm for TV regularized Gaussian mixture model in image segmentation

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Publication:2003059
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DOI10.3934/ipi.2019030zbMath1426.94033OpenAlexW2923477018WikidataQ128163701 ScholiaQ128163701MaRDI QIDQ2003059

Jun Liu, Haiyang Huang, Shi Yan, Xue-Cheng Tai

Publication date: 12 July 2019

Published in: Inverse Problems and Imaging (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/ipi.2019030


zbMATH Keywords

total variationimage segmentationGaussian mixture modelexpectation-maximizationprojection gradientdual algorithm


Mathematics Subject Classification ID

Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)


Related Items (3)

GMM based simultaneous reconstruction and segmentation in X-ray CT application ⋮ Image segmentation based on the hybrid bias field correction ⋮ A convergent iterative support shrinking algorithm for non-Lipschitz multi-phase image labeling model




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