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Visualizing Symmetric Indefinite 2D Tensor Fields using the Heat Kernel Signature
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- Zobel, Valentin (author)
- Leipzig University, Leipzig, Germany
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- Reininghaus, Jan (author)
- Institute of Science and Technology Austria, Klosterneuburg, Austria
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- Hotz, Ingrid, 1967- (author)
- Linköpings universitet,Medie- och Informationsteknik,Tekniska fakulteten,vetenskapliga visualisering
- (creator_code:org_t)
- Cham : Springer, 2015
- 2015
- English.
- In: Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data. - Cham : Springer. - 9783319150895 - 9783319150901 ; , s. 257-267
- Book chapter (peer-reviewed)
Abstract
Subject headings
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- The Heat Kernel Signature (HKS) is a scalar quantity which is derived from the heat kernel of a given shape. Due to its robustness, isometry invariance, and multiscale nature, it has been successfully applied in many geometric applications. From a more general point of view, the HKS can be considered as a descriptor of the metric of a Riemannian manifold. Given a symmetric positive definite tensor field we may interpret it as the metric of some Riemannian manifold and thereby apply the HKS to visualize and analyze the given tensor data. In this paper, we propose a generalization of this approach that enables the treatment of indefinite tensor fields, like the stress tensor, by interpreting them as a generator of a positive definite tensor field. To investigate the usefulness of this approach we consider the stress tensor from the two-point-load model example and from a mechanical work piece.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datorseende och robotik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Vision and Robotics (hsv//eng)
Keyword
- tensor field visualization
Publication and Content Type
- ref (subject category)
- kap (subject category)
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