Minutiae vs. Correlation: Analysis of Fingerprint Recognition Methods in Biometric Security System
Bharti Nagpal1, Manoj Kumar2, Priyank Pandey3, Sonakshi Vij4, Vaishali5
1Bharti Nagpal, Department of Computer Science & Engineering, Ambedkar Institute of Advanced Communication Technologies and Research, Guru Gobind Singh Indraprastha University, Delhi, India.
2Manoj Kumar, Department of Computer Science & Engineering, Ambedkar Institute of Advanced Communication Technologies and Research, Guru Gobind Singh Indraprastha University, Delhi, India.
3Priyank Pandey, Department of Computer Science & Engineering, Ambedkar Institute of Advanced Communication Technologies and Research, Guru Gobind Singh Indraprastha University, Delhi, India.
4Sonakshi Vij, Department of Computer Science & Engineering, Ambedkar Institute of Advanced Communication Technologies and Research, Guru Gobind Singh Indraprastha University, Delhi, India.
5Vaishali, Department of Computer Science & Engineering, Ambedkar Institute of Advanced Communication Technologies and Research, Guru Gobind Singh Indraprastha University, Delhi, India.
Manuscript received on 15 October 2015 | Revised Manuscript received on 25 October 2015 | Manuscript Published on 30 October 2015 | PP: 82-86 | Volume-5 Issue-1, October 2015 | Retrieval Number: A4305105115/15©BEIESP
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Identification and verification of a user’s identity in an organization is a big challenge. Earlier, it was done through passwords that had various limitations for example it could be cracked or stolen. Biometric technology has replaced all the existing technologies with greater advantage. Fingerprint technique, so far, is recognised as a better technique than others and is widely used. It provides accurate results and has less false rate as compared to other techniques. This paper aims to analyse the two main methods of fingerprint recognition in biometric security systems which are minutiae based and correlation based methods. An analysis of these two has been summarized and it shows the pros and cons of both the methods, with respect to factors such as computational power, poor quality image evaluation etc. The paper concludes all the features of both these methods and explains the process followed by them
Keywords: Biometric System, Correlation Based Fingerprint, Minutiae Based.
Scope of the Article: Biomechanics