Downloads: 109
Research Paper | Computer Science & Engineering | India | Volume 6 Issue 7, July 2017
Experimental Study of a Person Identification Framework Based on Combining Left and Right Palmprint Images
Mane Bhagyashri, Kalyankar Pravin
Abstract: Multibiometrics can provide higher identification accuracy than single biometrics, so it is more suitable for some real-world personal identification applications that need high-standard security. Among various biometrics technologies, palmprint identification has received much attention because of its good performance. Combining the left and right palmprint images to perform multibiometrics is easy to implement and can obtain better results. However, previous studies did not explore this issue in depth. In this paper, we proposed a novel framework to perform multibiometrics by comprehensively combining the left and right palmprint images. This framework integrated three kinds of scores generated from the left and right palmprint images to perform matching score-level fusion. The first two kinds of scores were, respectively, generated from the left and right palmprint images and can be obtained by any palmprint identification method, whereas the third kind of score was obtained using a specialized algorithm proposed in this paper. As the proposed algorithm carefully takes the nature of the left and right palmprint images into account, it can properly exploit the similarity of the left and right palmprints of the same subject. Moreover, the proposed weighted fusion scheme allowed perfect identification performance to be obtained in comparison with previous palmprint identification methods.
Keywords: biometrics, multibiometrics, MFRAT, palmprint
Edition: Volume 6 Issue 7, July 2017,
Pages: 1670 - 1675
How to Cite this Article?
Mane Bhagyashri, Kalyankar Pravin, "Experimental Study of a Person Identification Framework Based on Combining Left and Right Palmprint Images", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=17071707, Volume 6 Issue 7, July 2017, 1670 - 1675
How to Share this Article?
Similar Articles with Keyword 'biometrics'
Downloads: 68
Research Paper, Computer Science & Engineering, Congo, Volume 10 Issue 3, March 2021
Pages: 61 - 70Contribution of an Embedded and Biometric System in a Replicated Database for Access Control in a Multi-Entry Institution
Bopatriciat Boluma Mangata, Eugene Mbuyi Mukendi, Jean-Didier Batubenga
Downloads: 82
Research Paper, Computer Science & Engineering, India, Volume 2 Issue 3, March 2013
Pages: 165 - 167Statistical Analysis of DCT Coefficients for Ascertaining Ears Biometrics
Nisha, Jatinder Kansal, JPS Raina
Similar Articles with Keyword 'palmprint'
Downloads: 104
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2810 - 2813Palm Print Recognition System - Review
Mohit Trehan, Nitin Bhagat
Downloads: 120
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015
Pages: 1159 - 1164An Efficient Boosting Approach for Score Level Fusion of Face and Palmprint Biometrics in Human Recognition
B. Sateesh Kumar, Dr. A. Govardhan