• DocumentCode
    598014
  • Title

    Cardiac anatomy as a biometric

  • Author

    Codella, N.C.F. ; Connell, Jonathan ; Ratha, Nalini ; Weinsaft, J.W.

  • Author_Institution
    IBM T.J. Watson Res. Center, Hawthorne, NY, USA
  • fYear
    2012
  • fDate
    Sept. 30 2012-Oct. 3 2012
  • Firstpage
    1137
  • Lastpage
    1140
  • Abstract
    In this study, we propose a novel biometric signature for human identification based on anatomically unique structures of the left ventricle of the heart. An algorithm is developed that analyzes the 3 primary anatomical structures of the left ventricle: the endocardium, myocardium, and papillary muscles. Comparisons of these analyses between probe and gallery images produces a similarity score that is used as the basis of the biometric. The performance of the algorithm is tested on a cohort of 10 de-identified subjects imaged by Cardiac MRI. Perfect matching between individuals is obtained with good separation between the genuine and impostor classes. In summary, this study demonstrates using anatomy of the left ventricle of the human heart for the purposes of a biometric signature.
  • Keywords
    biomedical MRI; biometrics (access control); image recognition; medical image processing; biometric signature; cardiac MRI; cardiac anatomy; endocardium; gallery images; human identification; left ventricle anatomical structures; myocardium; papillary muscles; perfect image matching; probe images; Electrocardiography; Image segmentation; Magnetic resonance imaging; Myocardium; Probes; Anatomy; Biometric; Cardiac; Left; Ventricle;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2012 19th IEEE International Conference on
  • Conference_Location
    Orlando, FL
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4673-2534-9
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2012.6467065
  • Filename
    6467065