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
Link To Document