6533b85cfe1ef96bd12bc2b2

RESEARCH PRODUCT

Analysis of microtomographic images of porous heterogeneous materials

Tuomas Turpeinen

subject

segmentationröntgentutkimuskuvankäsittelysegmentointimateriaalitutkimushuokoisuuskuvantaminenimage analysistomografiadenoising3D image processing3D-mallinnuskohinaX-ray tomography

description

In this work, we study the phases of image processing chain of microtomographic imag- ing in order to obtain reliable results while optimizing the time spent on denoising and segmentation. We consider that the decisions made at the early phases of the processing chain are most important and the selection made there essentially determine the overall quality of imaging process. We also compare here various denoising method qualita- tively, however, we think that the pure noise removal ability is not the only requirement for noise removal in microtomographic images. By proper denoising we can affect selec- tion of segmentation methods and, thus, also the quality of the analysis. Additionally, at the end, we also review the image segmentation and analysis methods commonly used in microtomographic imaging.

http://urn.fi/URN:ISBN:978-951-39-6446-7