• 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