A Study of Biometric Approach Using Fingerprint Recognition

Abstract

Abstract-Fingerprint (FP) serves to identify that the person authenticating is who he/she claims to be. FP identification is popular biometric technique due to easiness in acquiring, availability of plenty sources (i.e. ten fingers) for collecting data and their established use. This paper summarizes the research work carried out in FP matching techniques, recognition methods and their performance analysis.

Beat-ID: Towards a computationally low-cost single heartbeat biometric identity check system based on electrocardiogram wave morphology

“…In fact, this method presents a Speed Rate (SR) that is comparable to some of biometric state-of-the-art techniques, such for example Hand Geometry Recognition [26–28] or Iris Recognition [21, 29, 30] (please see Table 1), which are much more computationally demanding, and better than more mature methods of literature, such as Fingerprint Recognition [16, 31, 32]. Additionally, it is able to provide liveness detection, on contrary of state-of-the-art techniques (e.g., Facial Recognition [19, 22]; Signature Recognition [20] or Fingerprint Recognition [16, 31, 32]), ensuring similar performance values in comparison with the latter. Lastly, the performance achieved by this method in terms of the FRR/FAR ratio places the Beat-ID in a very competitive position relatively to the majority of the remaining techniques, which present a highly variable FAR versus FRR performance behavior (e.g., Fingerprint, Voice or Vein Pattern Recognition).…”

“…To the best of our knowledge, no other study has led to the proposal of such a high-accuracy method capable of identifying a person using fewer heartbeats, or using as few features with such low computational complexity as the method proposed here. In fact, this method presents a Speed Rate (SR) that is comparable to some of biometric state-of-the-art techniques, such for example Hand Geometry Recognition [ 26 – 28 ] or Iris Recognition [ 21 , 29 , 30 ] (please see Table 1 ), which are much more computationally demanding, and better than more mature methods of literature, such as Fingerprint Recognition [ 16 , 31 , 32 ]. Additionally, it is able to provide liveness detection, on contrary of state-of-the-art techniques (e.g., Facial Recognition [ 19 , 22 ]; Signature Recognition [ 20 ] or Fingerprint Recognition [ 16 , 31 , 32 ]), ensuring similar performance values in comparison with the latter.…”

A Hybrid Technique to Secure E commerce Transaction with the Help of AES Encryption and Stenography in Image

“…The performance evaluation is done on surveys works with different parameters and existing methods. Biometrics presents obvious advantages over password and token-based security [2].…”

Future of Authentication Methods

“…Though different techniques exist, it still poses a security related issues where hackers and attackers came up with different spoofing techniques thereby facilitating violation of ethics. Subban Ravi [1] mentioned that Everybody effectively distinguished and acknowledged may procure certain benefits. In the claim, the recognizable proof is imperative as the best confirmation.…”