Estimation of orientation characteristic of fibrous material

Citation
S. Karkkainen et al., Estimation of orientation characteristic of fibrous material, ADV APPL P, 33(3), 2001, pp. 559-575
Citations number
27
Categorie Soggetti
Mathematics
Journal title
ADVANCES IN APPLIED PROBABILITY
ISSN journal
00018678 → ACNP
Volume
33
Issue
3
Year of publication
2001
Pages
559 - 575
Database
ISI
SICI code
0001-8678(200109)33:3<559:EOOCOF>2.0.ZU;2-8
Abstract
A new statistical method for estimating the orientation distribution of fib res in a fibre process is suggested where the process is observed in the fo rm of a degraded digital greyscale image. The method is based on line trans ect sampling of the image in a few fixed directions. A well-known method ba sed on stereology is available if the intersections between the transects a nd fibres can be counted. We extend this to the case where, instead of the intersection points, only scaled variograms of grey levels along the transe cts are observed. The nonlinear estimation equations for a parametric orien tation distribution as well as a numerical algorithm are given. The method is illustrated by a real-world example and simulated examples where the ell iptic orientation distribution is applied. In its simplicity, the new appro ach is intended for industrial on-line estimation of fibre orientation in d isordered fibrous materials.