Vermiculate artefacts in image analysis of granular materials
Artikel i vetenskaplig tidskrift, 2016

Some reported analyses of images of deforming granular materials have generated surprising vermiculate strain features which are difficult to reconcile with the mechanics of deformation of granular matter. Detailed investigation using synthetic images and improved processing of images of laboratory experiments indicates that such features can emerge as a consequence of the image acquisition (sensor, contrast, resolution), the subsequent image correlation implementation, and the user’s choice of processing parameters. The two principal factors are: (i) the texture and resolution of the images and (ii) the algorithm used to achieve sub-pixel displacement resolution. Analysis of the images using a sub-pixel interpolation algorithm that is more robust than that used originally eliminates the vermiculate features for images with moderate resolution and texture. However, erroneous features persist in images with low resolution and poor texture. Guidance is provided on ways in which such artefacts can be avoided through improved experimental and image analysis techniques.

Granular materials

Digital image correlation

Vermiculation

Sub-pixel interpolation

Författare

Sam Stanier

Jelke Dijkstra

Chalmers, Bygg- och miljöteknik, Geologi och geoteknik

Danuta Lesniewska

Jim Hambleton

David White

David Muir Wood

Chalmers, Bygg- och miljöteknik, Geologi och geoteknik

Computers and Geotechnics

0266-352X (ISSN)

Vol. 72 100-113

Ämneskategorier

Geoteknik

DOI

10.1016/j.compgeo.2015.11.013

Mer information

Skapat

2017-10-07