Statistics seminar

​Claudia Redenbach (Technische Universität Kaiserslautern): "Using stochastic models for segmentation and characterization of spatial microstructures"

​Abstract: The performance of engineering materials such as foams, fibre composites or concrete is heavily influenced by the microstructure geometry. Quantitative analysis of 3D images, provided for instance by micro computed tomography (µCT), allows for a characterization of material samples. In this talk, we will illustrate how models from stochastic geometry may support the segmentation of image data and the statistical analysis of the microstructures. Our first example deals with the estimation of the fibre length distribution from µCT images of glass fibre reinforced composites. As examples of segmentation tasks we present the reconstruction of the solid component of a porous medium from focused ion beam scanning electron microscopy (FIB-SEM) image data and the segmentation of cracks in µCT images of concrete.

Organiser: Umberto Picchini (picchini@chalmers.se). Please contact me if you wish to be informed of future seminars.

​​Join the seminar via Zoom: https://chalmers.zoom.us/j/61123490516 a password 433024
Kategori Seminarium
Plats: Online
Tid: 2021-02-02 14:15
Sluttid: 2021-02-02 15:15

Sidansvarig Publicerad: ti 02 feb 2021.