• DocumentCode
    2906538
  • Title

    Spatial anisotropic diffusion and local time correlation applied to segmentation of vessels in ultrasound image sequences

  • Author

    Balocco, Simone ; Basset, Olivier ; Cachard, Christian ; Delachartre, Philippe

  • Author_Institution
    CREATIS, INSA, Lyon, France
  • Volume
    2
  • fYear
    2003
  • fDate
    5-8 Oct. 2003
  • Firstpage
    1549
  • Abstract
    The aims of this work are the reduction of speckle noise, the detection of the residual lumen shape, and the segmentation of arteriosclerosis plaque, in intravascular ultrasound (IVUS) image sequences, when blood flow and plaque present a similar echogenicity. This can be achieved with a 2D+T method using spatial and time information combining a speckle reducing edge-enhancing anisotropic diffusion method with a temporal local correlation evaluating the blood displacement area. This process allows obtaining accurate vessel segmentation and an efficient de-noising effect on the IVUS images.
  • Keywords
    anisotropic media; biomedical ultrasonics; blood vessels; image denoising; image segmentation; image sequences; speckle; ultrasonic imaging; 2D+T method; IVUS image sequences; arteriosclerosis plaque segmentation; blood displacement area; blood flow; denoising effect; edge-enhancing anisotropic diffusion; intravascular ultrasound; local time correlation; plaque echogenicity; residual lumen shape detection; spatial anisotropic diffusion; spatial information; speckle noise reduction; speckle reducing anisotropic diffusion; temporal local correlation; time information; ultrasound image sequences; vessels segmentation; Anisotropic magnetoresistance; Arteriosclerosis; Blood flow; Image segmentation; Image sequences; Noise reduction; Noise shaping; Shape; Speckle; Ultrasonic imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Ultrasonics, 2003 IEEE Symposium on
  • Print_ISBN
    0-7803-7922-5
  • Type

    conf

  • DOI
    10.1109/ULTSYM.2003.1293202
  • Filename
    1293202