Open AccessProceedings Article
Multimodal biometric authentication based on iris pattern and pupil light reflex
Vitor Yano,Alessandro Zimmer,Lee Luan Ling +2 more
- 01 Nov 2012
- pp 2857-2860
14
TL;DR: This paper proposes a multimodal bio-metric authentication method which incorporates the use of dynamic features of the human reflex and the iris pattern recognition for a better performance.
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Abstract: Biometrics-based authentication is a method of personal identification that has some advantages over the password and object-based ones, mainly for the user, who doesn't need to carry or memorize anything. However, this kind of identification is also subject to problems. Besides the technology-related possibilities of fraud, such as system invasion, database corruption or algorithm injection, some of the common used bio-metric features can be faked. Furthermore, most cases of false rejection are related to the quality of the acquired sample. This paper proposes a multimodal bio-metric authentication method which incorporates the use of dynamic features of the human reflex and the iris pattern recognition for a better performance. A prototype system has been implemented and tested with 59 volunteers. Experimental results presented an EER of 2.44%.
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Citations
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DeepKey: An EEG and Gait Based Dual-Authentication System
TL;DR: The preliminary results demonstrate that Deepkey is feasible, show consistent superior performance compared to a set of methods, and has the potential to be applied to the authentication deployment in real world settings.
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Efficient multimodal ocular biometric system for person authentication based on iris texture and corneal shape
TL;DR: The authors show how the cornea can be used as a biometric trait for person recognition and then, they propose an intra-ocular fusion with iris features to improve the overall performance of the system.
15
Person identification at a distance via ocular biometrics
Aishwarya Jain,Paritosh Mittal,Gaurav Goswami,Mayank Vatsa,Richa Singh +4 more
- 23 Mar 2015
TL;DR: A novel context switching algorithm that dynamically selects the best descriptor for color iris and periocular regions is proposed that is evaluated on UBIRIS V2 and FRGC datasets and the results show improved performance compared to existing algorithms.
11
A multimodal authentication for biometric recognition system using hybrid fusion techniques
S. Velmurugan,S. Selvarajan +1 more
TL;DR: A new algorithm called effective linear scale authentication has been proposed which works on the principle of hybrid fusion of two feature inputs such as Hand geometry and iris of the users to address the scalar and angular inefficiencies of the existing methods.
7
Possibilistic modeling palmprint and fingerprint based multimodal biometric recognition system
Majd Bellaaj,Randa Boukhris,Alima Damak,Dorra Sellami +3 more
- 01 Nov 2016
TL;DR: A robust multimodal biometric recognition system integrating fingerprint and palmprint based on possibilistic modeling approach that relies on possibility theory concepts for modeling biometric features.
6
References
How iris recognition works
TL;DR: Algorithms developed by the author for recognizing persons by their iris patterns have now been tested in many field and laboratory trials, producing no false matches in several million comparison tests.
3K
Iris recognition: an emerging biometric technology
Richard P. Wildes
- 01 Sep 1997
TL;DR: This paper examines automated iris recognition as a biometrically based technology for personal identification and verification from the observation that the human iris provides a particularly interesting structure on which to base a technology for noninvasive biometric assessment.
2.2K
•Proceedings Article
Iris recognition: an emerging biometric technology
Sanjay Ganorkar,Ashok A. Ghatol +1 more
- 16 Feb 2007
TL;DR: Iris recognition as one of the important method of biometrics-based identification systems and iris recognition algorithm is described and experimental results show that the proposed method has an encouraging performance.
•Book
Handbook of Multibiometrics
Arun Ross,Karthik Nandakumar,Anil K. Jain +2 more
- 01 Jan 2006
TL;DR: Details multi-modal biometrics and its exceptional utility for increasingly reliable human recognition systems and the substantial advantages of multimodal systems over conventional identification methods.
1.3K
•Book
Introduction to Biometrics
Anil K. Jain,Arun Ross,Karthik Nandakumar +2 more
- 17 Nov 2011
TL;DR: This tutorial is to introduce the fundamentals of biometric technology from a pattern recognition and signal processing perspective by discussing some of the prominent techniques used in the field and to convey the recent advances made in this field especially in the context of security, privacy and forensics.
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