Fast normalized cross-correlation based retinal recognition

作者: Abu Hasnat Mohammad Rubaiyat , Shubhra Aich , Tanjin Taher Toma , Abidur Rahman Mallik , Rafat-Al-Islam

DOI: 10.1109/ICCITECHN.2014.7073086

关键词:

摘要: In this paper, a simple biometric scheme based on RGB retinal fundus images is proposed. First, prominent vasculature energy feature vectors are constructed from to utilize the unique pattern of vasculature. Next, fast normalized cross-correlation matching employed for person identification publicly available DRIVE and STARE databases. This method excels recently published literatures with perfect recognition accuracy 100% 99.77% Its smaller dimension vector better result make eligible real-time scheme.

参考文章(17)
H. Tabatabaee, A.M. Fard, H. Jafariani, A o el uman Identifier System usin Retina Ima e and u y Clusterin international conference on information and communication technologies. ,vol. 1, pp. 1031- 1036 ,(2006) , 10.1109/ICTTA.2006.1684516
Anam Tariq, Shoab A. Khan, M. Usman Akram, Retinal recognition: Personal identification using blood vessels international conference for internet technology and secured transactions. pp. 180- 184 ,(2011)
Ryszard S. Choras, Retina recognition for biometrics international conference on digital information management. pp. 177- 180 ,(2012) , 10.1109/ICDIM.2012.6360109
Hadi Farzin, Hamid Abrishami-Moghaddam, Mohammad-Shahram Moin, A Novel Retinal Identification System EURASIP Journal on Advances in Signal Processing. ,vol. 2008, pp. 280635- ,(2008) , 10.1155/2008/280635
Masoud Sabaghi, S. Reza Hadianamrei, Mehdi Fattahi, Mohammad Reza Kouchaki, Ali Zahedi, Retinal Identification System Based on the Combination of Fourier and Wavelet Transform Journal of Signal and Information Processing. ,vol. 3, pp. 35- 38 ,(2012) , 10.4236/JSIP.2012.31005
Diego Marín, Arturo Aquino, Manuel Emilio Gegúndez-Arias, José Manuel Bravo, A New Supervised Method for Blood Vessel Segmentation in Retinal Images by Using Gray-Level and Moment Invariants-Based Features IEEE Transactions on Medical Imaging. ,vol. 30, pp. 146- 158 ,(2011) , 10.1109/TMI.2010.2064333
Thomas Walter, Pascale Massin, Ali Erginay, Richard Ordonez, Clotilde Jeulin, Jean-Claude Klein, Automatic detection of microaneurysms in color fundus images. Medical Image Analysis. ,vol. 11, pp. 555- 566 ,(2007) , 10.1016/J.MEDIA.2007.05.001
M. Pabitha, L. Latha, Efficient Approach for Retinal Biometric Template Security and Person Authentication using Noninvertible Constructions International Journal of Computer Applications. ,vol. 69, pp. 28- 34 ,(2013) , 10.5120/11832-7547