Titlebook: A Probabilistic Framework for Point-Based Shape Modeling in Medical Image Analysis; Heike Hufnagel Book 2011 Vieweg+Teubner Verlag | Sprin

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A Probabilistic Framework for Point-Based Shape Modeling in Medical Image Analysis

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Book 2011solutions to analysis, segmentation and reconstruction problems. .Heike Hufnagel proposes a mathematically sound statistical shape model using correspondence probabilities instead of 1-to-1 correspondences. The explicit probabilistic model is employed as shape prior in an implicit level set segmenta

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https://doi.org/10.1007/978-3-642-99970-3shape model for point-based shape representations is developed. A probabilistic modeling is chosen instead of a deterministic one and the shapes are represented by mixtures of Gaussians. The computation of the Gaussian Mixture SSM is formulated in a generative framework.

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2625-9354 acilitate solutions to analysis, segmentation and reconstruction problems. .Heike Hufnagel proposes a mathematically sound statistical shape model using correspondence probabilities instead of 1-to-1 correspondences. The explicit probabilistic model is employed as shape prior in an implicit level se

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