• DocumentCode
    3492308
  • Title

    Myocardial motion analysis using optical flow and wavelet decomposition

  • Author

    Saputro, Adhi Harmoko ; Mustafa, Mohd Marzuki ; Hussain, Aini ; Maskon, Oteh ; Nor, Ika Faizura Mohd

  • Author_Institution
    Dept. of Electr., Electron. & Syst. Eng., Univ. Kebangsaan Malaysia, Bangi, Malaysia
  • fYear
    2010
  • fDate
    21-23 May 2010
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    The abnormalities of myocardial can be predicted quantitatively by analysing visualization of motion estimation in all or part of myocardial segment. To visualize the heart motion on myocardial, ultrasound image is evaluated globally using a differential optical flow technique that recursively applied a set of multi scale ultrasound image. A set of multi scale images is generated using approximation channel of Haar wavelet decomposition. The method was validated and evaluated on the real ultrasound image sequences that were collected from several health and unhealthy volunteers based on the American Heart Association standardization. The method was also compared to other methods using the same of ultrasound images. The result using our proposed algorithm is more accurate than the other methods. The results of myocardial motion estimation are shown in needle view of motion field in all myocardial segments and according to the expert echocardiographic analyzing.
  • Keywords
    Haar transforms; echocardiography; image sequences; medical image processing; motion estimation; wavelet transforms; Haar wavelet decomposition; echocardiography; heart motion; image sequences; motion estimation; myocardial segment; optical flow; ultrasound image; Heart; Image generation; Image motion analysis; Image segmentation; Motion analysis; Motion estimation; Myocardium; Ultrasonic imaging; Visualization; Wavelet analysis; Optical flow; multi scale; myocardial; wavelet decomposition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Its Applications (CSPA), 2010 6th International Colloquium on
  • Conference_Location
    Mallaca City
  • Print_ISBN
    978-1-4244-7121-8
  • Type

    conf

  • DOI
    10.1109/CSPA.2010.5545258
  • Filename
    5545258