Ebook: Tensor Valuations and Their Applications in Stochastic Geometry and Imaging
- Tags: Geometry, Manifolds and Cell Complexes (incl. Diff.Topology), Probability Theory and Stochastic Processes
- Series: Lecture Notes in Mathematics 2177
- Year: 2017
- Publisher: Springer International Publishing
- Edition: 1
- Language: English
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The purpose of this volume is to give an up-to-date introduction to tensor valuations and their applications. Starting with classical results concerning scalar-valued valuations on the families of convex bodies and convex polytopes, it proceeds to the modern theory of tensor valuations. Product and Fourier-type transforms are introduced and various integral formulae are derived. New and well-known results are presented, together with generalizations in several directions, including extensions to the non-Euclidean setting and to non-convex sets. A variety of applications of tensor valuations to models in stochastic geometry, to local stereology and to imaging are also discussed.
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