• DocumentCode
    31331
  • Title

    Rotated Hough Filtering for Automatically Distinguishing the Collagen Bundles in the Most Superficial Layer of Articular Cartilage

  • Author

    Xiaojuan Duan ; Jian Ping Wu ; Kirk, Thomas B.

  • Author_Institution
    Sch. of Mech. Eng., Univ. of Western Australia, Crawley, WA, Australia
  • Volume
    17
  • Issue
    5
  • fYear
    2013
  • fDate
    Sept. 2013
  • Firstpage
    922
  • Lastpage
    927
  • Abstract
    The structure of the collagen matrix in the most superficial layer of articular cartilage (AC) is particularly critical to the wear and tensile resistance of AC. Disruption of the collagen network leads to rapid wear of the articular surface, which is a major contributory factor of osteoarthritis. Interwoven fiber bundles have been observed in the most superficial layer of healthy AC under confocal microscopy, but gradually disappear with age and pathological change of AC. The image analysis techniques developed in this paper aimed to provide a quantitative description of the relationship between the presence of the fiber bundles in the lamina splendens and health status of AC. The result of this quantitative study confirmed the existence of fiber bundles in healthy AC, and the accuracy of the identified fiber bundles was up to 90%. With the development of confocal arthroscopy for imaging microstructure of AC without biopsy, the image analysis technique can aid to efficiently assess the physiological status of AC for orthopedic clinics.
  • Keywords
    biological tissues; biomedical optical imaging; diseases; medical image processing; molecular biophysics; orthopaedics; proteins; collagen bundles; collagen matrix structure; collagen network disruption; confocal microscopy; image analysis techniques; interwoven fiber bundles; lamina splendens; orthopedic clinics; osteoarthritis; pathological changes; rotated Hough filtering; superficial articular cartilage layer; tensile resistance; wear; Cartilage; Collagen bundles; Image analysis; Osteoarthritis; Tensile strength; Articular cartilage (AC); fiber bundles; image analysis; osteoarthritis (OA);
  • fLanguage
    English
  • Journal_Title
    Biomedical and Health Informatics, IEEE Journal of
  • Publisher
    ieee
  • ISSN
    2168-2194
  • Type

    jour

  • DOI
    10.1109/JBHI.2013.2259246
  • Filename
    6506964