• DocumentCode
    2773370
  • Title

    Shape deformation descriptor using Fourier analysis

  • Author

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

  • Author_Institution
    Dept. of Electr., Electron. & Syst. Eng., UKM, Bangi, Malaysia
  • fYear
    2012
  • fDate
    10-15 June 2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Deformation analysis of left ventricle (LV) shape could provide a new quantitative understanding of its abnormality. Currently, there is established motion estimation that allows accurate tracking of every point on the 2D echocardiography (2DE). This method produces a precise movement vector of each point in 2DE sequence. Analyzing this data using Fourier analysis could produce a new pattern to determine normal and abnormal deformation of LV. Observation of this method was performed on dataset acquired from 10 normal subjects and 10 patients. Two standard views (apical 2 and 4 chamber) were analyzed using a proposed technique to determine a novel insight of deformation. The results obtained are very promising and could be used as reference for future cardiac abnormality detection.
  • Keywords
    Fourier analysis; cardiology; data analysis; echocardiography; medical image processing; shape recognition; 2D echocardiography; 2DE; Fourier analysis; LV; data analysis; deformation analysis; left ventricle shape; motion estimation; movement vector; quantitative understanding; shape deformation descriptor; Biomedical imaging; Indexes; Motion estimation; Myocardium; Shape; Tracking; Vectors; fourier descriptor; left ventricle shape; non-rigid tracking; shape deformation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks (IJCNN), The 2012 International Joint Conference on
  • Conference_Location
    Brisbane, QLD
  • ISSN
    2161-4393
  • Print_ISBN
    978-1-4673-1488-6
  • Electronic_ISBN
    2161-4393
  • Type

    conf

  • DOI
    10.1109/IJCNN.2012.6252589
  • Filename
    6252589