DocumentCode
2042596
Title
Generating synthetic μCT images of wood fibre materials
Author
Wernersson, Erik L. G. ; Luengo Hendriks, Cris L. ; Brun, Anders
Author_Institution
Centre for Image Anal., Uppsala, Sweden
fYear
2009
fDate
16-18 Sept. 2009
Firstpage
365
Lastpage
370
Abstract
X-ray Computerized Tomography at micrometer resolution (μCT) is an important tool for understanding the properties of wood fibre materials such as paper, carton and wood fibre composites. While many image analysis methods have been developed for μCT images in wood science, the evaluation of these methods if often not thorough enough because of the lack of a dataset with ground truth. This paper describes the generation of synthetic μCT volumes of wood fibre materials. Fibres with a high degree of morphological variations are modeled and densely packed into a volume of the material. Using a simulation of the μCT image acquisition process, realistic synthetic images are obtained. This simulation uses noise characterized from a set of μCT images. The synthetic images have a known ground truth, and can therefore be used when evaluating image analysis methods.
Keywords
cartons; computerised tomography; fibres; image resolution; materials science computing; paper; wood; μCT image acquisition process; X-ray computerized tomography; carton; image analysis method; micrometer resolution; paper; wood fibre composites; wood fibre materials; Additive noise; Composite materials; Computed tomography; Detectors; Fluctuations; Image analysis; Image generation; Image segmentation; Scanning electron microscopy; X-ray imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing and Analysis, 2009. ISPA 2009. Proceedings of 6th International Symposium on
Conference_Location
Salzburg
ISSN
1845-5921
Print_ISBN
978-953-184-135-1
Type
conf
DOI
10.1109/ISPA.2009.5297698
Filename
5297698
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