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Integrating Face and the Both Irises for Personal Authentication

Leila Zoubida, Réda Adjoudj
2017 International Journal of Intelligent Systems and Applications  
This paper proposes a multi-biometric technique which combines the face modality with the both irises (the left and the right irises) to authenticate the persons.  ...  The biometric authentication, which use the characteristic of persons to verify their identity by using their behavioral and physiological characteristics are an important application of the pattern recognition  ...  For this, we must use a database which contains the face and the both irises (the left and the right irises).  ... 
doi:10.5815/ijisa.2017.03.02 fatcat:kipnh6t37re37kyccqxyq6w2ca

MultiBiometric Fusion: Left and Right Irises based Authentication Technique

Leila Zoubida, Réda Adjoudj
2017 International Journal of Image Graphics and Signal Processing  
Therefore, this paper proposes a multi-biometric technique which combines the both units of the iris modality: the left and the right irises. The fusion combines the advantages of the two instances.  ...  For the both units of the iris, the segmentation is realized by a modified method and the feature extraction is done by a global approach (the Daubechies wavelets).  ...  For this, we must use databases that contain the both irises (the left and the right irises). In our work, we used: CASIA V 4 (interval) [59] ; SDUMLA-HMT [60] ; MMU1 and MMU2 [61] .  ... 
doi:10.5815/ijigsp.2017.04.02 fatcat:2oesp6t4jjb3tmg4ndgi6yp5cm

Multimodal Biometric System Based on the Recognition of Face and Both Irises

Yeong Gon Kim, Kwang Yong Shin, Eui Chul Lee, Kang Ryoung Park
2012 International Journal of Advanced Robotic Systems  
Third, the combined accuracy is enhanced by combining each score for the face and both irises using a support vector machine.  ...  The experimental results show that the equal error rate for the proposed method is 0.131%, which is lower than that of face or iris recognition and other fusion methods.  ...  %]) Combination Method Score level fusion SVM Min rule Max rule EER Face and left iris 2.407 4.306 0.358 Face and right iris 2.608 4.346 0.389 Left and right iris 0.937 2.882 0.397  ... 
doi:10.5772/50869 fatcat:5ri67hht2fbdxd4dtpwzuvcjna

A robust person authentication system based on score level fusion of left and right irises and retinal features

L. Latha, S. Thangasamy
2010 Procedia Computer Science  
To enhance the performance of recognition, the iris recognition process is applied to left and right irises separately and the corresponding distance scores are generated for each iris of a person.  ...  Iris and Retina biometric recognition offers a highly reliable solution to person authentication. Iris recognition system is composed of segmentation, normalization, feature encoding and matching.  ...  images for authentication, VARIA for providing retinal images.  ... 
doi:10.1016/j.procs.2010.11.014 fatcat:33nynciw4fbczivzl7qablyxqa

Deep Learning Based Iris Recognition System

Dr Puja S Prasad
2018 Helix  
The main focus on this paper is to use multiple instance of a single biometric traits that integrates the left and right iris of a person for authentication.  ...  Deep structured learning or we say trained deep learning approach is proposed whose architectural design is based on the combination of and Softmax classifier and Convolutional Neural Network (CNN) for  ...  Irises of children from same parents or identical twins, or from the left and right iris of an individual person are unlikely to be same.  ... 
doi:10.29042/2018-3567-3571 fatcat:4pwlnvdfxvdszixazpcpg45yni

A Study of Identical Twins' Palmprints for Personal Authentication [chapter]

Adams Kong, David Zhang, Guangming Lu
2005 Lecture Notes in Computer Science  
Biometric recognition based on human characteristics for personal identification has attracted great attention.  ...  Classifying identical twins is a challenging problem for some automatic biometric systems.  ...  . # In this test, 648 right/left iris pairs from 324 persons are tested since our left and right irises are generated from the same DNA.  ... 
doi:10.1007/11608288_89 fatcat:r7vpfgtl6jdvzhdykgljenwzau

Iris Presentation Attack Detection Based on Photometric Stereo Features [article]

Adam Czajka and Zhaoyuan Fang and Kevin W. Bowyer
2018 arXiv   pre-print
This score is larger for a texture that is irregularly opaque and printed on a convex contact lens, and is smaller for an authentic iris texture.  ...  Thus the problem is formulated as binary classification into (a) an eye wearing textured contact lens and (b) the texture of an actual iris surface (possibly seen through a clear contact lens).  ...  acquired for this PAD, I left and I right .  ... 
arXiv:1811.07252v1 fatcat:la723iee6zfcji5orraop2oxpa

New iris recognition method for noisy iris images

Kwang Yong Shin, Gi Pyo Nam, Dae Sik Jeong, Dal Ho Cho, Byung Jun Kang, Kang Ryoung Park, Jaihie Kim
2012 Pattern Recognition Letters  
First, we propose the 1st step classification method which discriminates the "left or right eye" on the basis of the eyelash distribution and SR points.  ...  Since the iris pattern of the left eye differs from that of the right eye, the 1st step classification can enhance the accuracy of iris recognition.  ...  between left and right irises).  ... 
doi:10.1016/j.patrec.2011.08.016 fatcat:ix5x3bj2c5gkze55lcjvykz3la

Multi Unit Iris Biometric Encrypted Template Formation and Authentication

Shoaib Amin Banday, Saba Mushtaq, A. H. Mir
2014 International Journal of Signal Processing, Image Processing and Pattern Recognition  
The two biometric modalities that have been used in our work are left and right iris using best features.  ...  This paper proposes a novel method that uses two different biometric data from the same person for making a biometric template against each person.  ...  Figure 8 shows a plot of the distributions of genuine and imposter populations when both left and right iris are used for authentication.  ... 
doi:10.14257/ijsip.2014.7.6.19 fatcat:lh4nz6co5fdjhha6ejqnubuo5i

MULTI-PATCHES IRIS BASED PERSON AUTHENTICATION SYSTEM USING PARTICLE SWARM OPTIMIZATION AND FUZZY C-MEANS CLUSTERING

B. H. Shekar, S. S. Bhat
2017 The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
We have used Log-Gabor, Riesz and Taylor's series expansion (TSE) filters and combinations of these three for iris feature extraction.  ...  In this paper, we have presented person authentication frame work which uses particle swarm optimization (PSO) to locate iris region and circular hough transform (CHT) to device the boundary parameters  ...  given by, HD I 1 I 2 = N i=1 wi * HDi N i=1 wi (15) EXPERIMENTAL RESULTS We and each image has dual-eye iris from which patterns of left and right irises can be independently accessed.  ... 
doi:10.5194/isprs-archives-xlii-2-w4-243-2017 fatcat:uxjjccjv5vethdekwt3qgav6im

Robust Multi-modal and Multi-unit Feature Level Fusion of Face and Iris Biometrics [chapter]

Ajita Rattani, Massimo Tistarelli
2009 Lecture Notes in Computer Science  
For multi-modal fusion the face and iris biometric traits are considered, while the multi-unit fusion is applied to merge the data from the left and right iris images.  ...  Multi-biometrics has recently emerged as a mean of more robust and efficient personal verification and identification.  ...  Both the multi-modal (face and iris) and multi-unit (left and right irises) sources of information are combined to obtain a single super SIFT feature vector set which is used for matching and classification  ... 
doi:10.1007/978-3-642-01793-3_97 fatcat:buhiqznwrrf5xmdoagn54reoqa

Enhanced iris recognition method based on multi-unit iris images

Kwang Yong Shin, Yeong Gon Kim, Kang Ryoung Park
2013 Optical Engineering: The Journal of SPIE  
Subject terms: iris recognition; pre-classification of left and right irises; adaptive bit-shifting; score fusion of left and right irises.  ...  combine two matching scores of left and right irises of Eq  ...  In these cases, the ROC curves were obtained by averaging the accuracies for left and right irises.  ... 
doi:10.1117/1.oe.52.4.047201 fatcat:2pq2qljrrje7ndzeq2lohis4ia

Dual iris authentication system using dezert smarandache theory

Kamel Ghanem Ghalem, Fatiha Hendel
2019 International Journal of Electrical and Computer Engineering (IJECE)  
For the authentication and the similarity measurement between both binary irises templates, the hamming distances are used with a previously calculated threshold.  ...  The obtained results give a satisfactory performance with accuracy of 99.96%, FAR of 0%, FRR of 3.89%, EER of 2% and processing time for one iris image of 12.36 s.  ...  The subset contains 1180 eye images of 118 individuals (classes), and each individual has five iris samples for the left eye and five iris samples for the right eye.  ... 
doi:10.11591/ijece.v9i6.pp4703-4712 fatcat:o6w4w57w5fgynm2lb74mglr7z4

Multi-biometrics based cryptographic key regeneration scheme

Sanjay Kanade, Dijana Petrovska-Delacretaz, Bernadette Dorizzi
2009 2009 IEEE 3rd International Conference on Biometrics: Theory, Applications, and Systems  
Since left and right irises of a person are uncorrelated, we treat them as two independent biometrics and combine in our system.  ...  We propose a novel idea for feature level fusion through weighted error correction to obtain a multi-biometric feature vector which is used to get a secure template.  ...  It is a multi-instance system combining information from left and right irises of persons.  ... 
doi:10.1109/btas.2009.5339034 fatcat:s7w2umttbbek7o5z3dxyyooku4

Template Aging in Iris Biometrics [chapter]

Sarah E. Baker, Kevin W. Bowyer, Patrick J. Flynn, P. Jonathon Phillips
2012 Handbook of Iris Recognition  
Using a data set with approximately four years of elapsed time between the earliest and most recent images of an iris (23 subjects, 46 irises, 6,797 images), we investigate template aging for iris biometrics  ...  We do find a difference in the match, or authentic, distributions.  ...  PJP acknowledges the support of the the Biometric Task Force, the Department of Homeland Security's Directorate for Science and Technology, the Intelligence Advanced Research Projects Activity (IARPA),  ... 
doi:10.1007/978-1-4471-4402-1_11 dblp:series/acvpr/BakerBFP13 fatcat:fdcvacubondi7eydu6cxv4ihou
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