• DocumentCode
    3319157
  • Title

    Surface modeling methods: correlation vs. unique feature extraction

  • Author

    Cowley, T.G. ; Hill, D.L. ; Durdle, N.G. ; Peterson, A. ; Raso, V.J.

  • Author_Institution
    Dept. of Comput. Eng., Alberta Univ., Edmonton, Alta., Canada
  • Volume
    3
  • fYear
    1999
  • fDate
    9-12 May 1999
  • Firstpage
    1516
  • Abstract
    Scoliosis is a complex deformity of the trunk that induces curvature of the spine and axial rotation of individual vertebrae. Valid 3D models of the trunk surface would enable physicians to evaluate natural history and the effects of treatment for scoliosis. The authors propose a stereo vision system which works as follows. First a slide consisting of light and dark lines is projected onto the back. This slide is coded with white, black, and grey lines. The code was chosen to make correlation results easiest to use. The next step is for the operator to verify that the subject is positioned correctly. This means that the slide is covering as much of their back as possible and that the horizontal reference line is near the middle of their back. Two images are captured of the back at 640 by 480 resolution in 8 bit greyscale. The cameras that capture these images are separated by roughly 40 degrees. This is sufficient for the model accuracy that we desire. After the images are transferred to the main computer, the operator has to specify which section of the image is to be analyzed. The raw images are then analyzed by the model building system.
  • Keywords
    CCD image sensors; biomedical imaging; correlation methods; feature extraction; medical image processing; patient monitoring; patient treatment; stereo image processing; 3D models; 8 bit greyscale; axial rotation; black lines; cameras; correlation; dark lines; grey lines; horizontal reference line; individual vertebrae; light lines; model accuracy; model building system; natural history; resolution; scoliosis; slide; spine curvature; stereo vision system; surface modeling methods; treatment effects; trunk complex deformity; trunk surface; unique feature extraction; white lines; Back; Feature extraction; History; Image analysis; Image reconstruction; Ionizing radiation; Runtime; Spine; Surface reconstruction; Surface treatment;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Computer Engineering, 1999 IEEE Canadian Conference on
  • Conference_Location
    Edmonton, Alberta, Canada
  • ISSN
    0840-7789
  • Print_ISBN
    0-7803-5579-2
  • Type

    conf

  • DOI
    10.1109/CCECE.1999.804936
  • Filename
    804936