• DocumentCode
    2365561
  • Title

    Intravascular ultrasound video processing for blood vessel measurement

  • Author

    Guo, Dongbai ; Richardson, Peter

  • Author_Institution
    Brown Univ., Providence, RI, USA
  • fYear
    1998
  • fDate
    13-16 Sep 1998
  • Firstpage
    173
  • Lastpage
    176
  • Abstract
    Methods for extracting features of coronary arteries are important to assist accurate diagnosis, and the selection of regions for treatment. The authors proposed a variational model based method to detect closed boundary automatically from an intravascular ultrasound image. They then apply this method to detect lumen-intima boundary and intima-media boundary directly from a sequence of frames of a digitized intravascular ultrasound video, which was recorded in vivo at 30 frames/sec during a constant speed (0.5 mm/sec) drawback in a pig LAD artery. The authors utilize temporal and geometry continuity between the neighboring frames to speed up the boundary detection process from video frames. They then define a set of morphological parameters, such as vessel area, lumenal area, circularity, and intimal thickening, and calculate them from the sequence of the detected lumen-intima and intima-media boundaries. The authors separate these parameters into steady and transient part and use auto-correlation to extract heart beat frequency from the transient part of the vessel area function, this frequency matches very well with clinical record, the error being 1 percent
  • Keywords
    angiocardiography; biomedical ultrasonics; edge detection; feature extraction; image sequences; medical image processing; video signal processing; blood vessel measurement; coronary arteries features extraction; geometry continuity; intima-media boundary; intravascular ultrasound video processing; lumen-intima boundary; medical diagnostic imaging; neighboring frames; pig LAD artery; temporal continuity; Arteries; Autocorrelation; Biomedical imaging; Blood vessels; Feature extraction; Frequency; Geometry; Heart beat; In vivo; Ultrasonic imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology 1998
  • Conference_Location
    Cleveland, OH
  • ISSN
    0276-6547
  • Print_ISBN
    0-7803-5200-9
  • Type

    conf

  • DOI
    10.1109/CIC.1998.731760
  • Filename
    731760