Aarhus University Seal / Aarhus Universitets segl

Introduction into integral geometry and stereology

Publikation: Working paperForskning

Dokumenter

  • T.N. Thiele Centre
  • Institut for Matematiske Fag
This text is the extended version of two talks held at the Summer Academy Stochastic Geometry, Spatial Statistics and Random Fields in the Soellerhaus, Germany, in September 2009. It forms (with slight modifications) a chapter of the Springer lecture notes Lectures on Stochastic Geometry, Spatial Statistics and Random Fields and is a self-containing introduction into integral geometry and its applications in stereology.

The most important integral geometric tools for stereological applications are kinematic formulas and results of Blaschke-Petkantschin type. Therefore, Crofton's formula and the principal kinematic formula for polyconvex sets are stated and shown using Hadwiger's characterization of the intrinsic volumes. Then, the linear Blaschke-Petkantschin formula is proved together with certain variants for flats containing a given direction (vertical flats) or contained in an isotropic subspace. The proofs are exclusively based on invariance arguments and an axiomatic description of the intrinsic volumes.

These tools are then applied in model-based stereology leading to unbiased estimators of specific intrinsic volumes of stationary random sets from observations in a compact window or a lower dimensional flat. Also, Miles-formula for stationary and isotropic Boolean models with convex particles are derived. In design-based stereology, Crofton's formula leads to an unbiased estimator of intrinsic volumes from isotropic uniform random flats. To estimate the Euler characteristic, which cannot be estimated using Crofton's formula, the disector design is presented. Finally we discuss design-unbiased estimation of intrinsic volumes from vertical and from isotropic sections.
OriginalsprogEngelsk
UdgivelsesstedÅrhus
UdgiverThiele Centre, Institut for Matematiske Fag, Aarhus Universitet
Antal sider25
StatusUdgivet - 3 feb. 2010

Se relationer på Aarhus Universitet Citationsformater

Download-statistik

Ingen data tilgængelig

ID: 34406705