Digital image processing
Image Representation Using 2D Gabor Wavelets
IEEE Transactions on Pattern Analysis and Machine Intelligence
Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Richness of Visual Phase Information: Update on Recognizing Persons by Iris Patterns
International Journal of Computer Vision
High Confidence Visual Recognition of Persons by a Test of Statistical Independence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Iris Recognition with Low Template Size
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
A human identification technique using images of the iris andwavelet transform
IEEE Transactions on Signal Processing
Filterbank-based fingerprint matching
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
Texture detection for segmentation of iris images
SAICSIT '05 Proceedings of the 2005 annual research conference of the South African institute of computer scientists and information technologists on IT research in developing countries
The relative distance of key point based iris recognition
Pattern Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Bayesian Approach to Deformed Pattern Matching of Iris Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Iris recognition for partially occluded images: methodology and sensitivity analysis
EURASIP Journal on Applied Signal Processing
Iris recognition based on score level fusion by using SVM
Pattern Recognition Letters
Comments on the CASIA version 1.0 Iris Data Set
IEEE Transactions on Pattern Analysis and Machine Intelligence
Robust tracking and remapping of eye appearance with passive computer vision
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Palmprint verification based on principal lines
Pattern Recognition
Feature extraction for CBIR and biometrics applications
ACS'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Applied Computer Science - Volume 7
Image understanding for iris biometrics: A survey
Computer Vision and Image Understanding
Local feature extraction for iris recognition with automatic scale selection
Image and Vision Computing
New focus assessment method for iris recognition systems
Pattern Recognition Letters
GA-Based Iris/Sclera Boundary Detection for Biometric Iris Identification
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Fusion of Palmprint and Iris for Personal Authentication
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
A New Method for Iris Recognition Systems Based on Fast Pupil Localization
ICCSA '08 Proceeding sof the international conference on Computational Science and Its Applications, Part I
Optimal features subset selection and classification for iris recognition
Journal on Image and Video Processing - Regular
Reliable Eyelid Localization for Iris Recognition
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Expert Systems with Applications: An International Journal
Efficient iris recognition scheme based on difference of filters
WSEAS Transactions on Computer Research
Iris recognition based on multialgorithmic fusion
WSEAS Transactions on Information Science and Applications
Rotation Invariant Iris Recognition Method Adaptive to Ambient Lighting Variation
IEICE - Transactions on Information and Systems
Using empirical mode decomposition for iris recognition
Computer Standards & Interfaces
Iris quality assessment and bi-orthogonal wavelet based encoding for recognition
Pattern Recognition
Iris Identification Using Geometrical Wavelets
ICCVG 2008 Proceedings of the International Conference on Computer Vision and Graphics: Revised Papers
Feature-Level Fusion of Iris and Face for Personal Identification
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Handprint Recognition: A Novel Biometric Technology
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Efficient Iris Spoof Detection via Boosted Local Binary Patterns
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Iris Recognition Using 3D Co-occurrence Matrix
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
A New Fake Iris Detection Method
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
ISA '09 Proceedings of the 3rd International Conference and Workshops on Advances in Information Security and Assurance
EURASIP Journal on Advances in Signal Processing - Special issue on recent advances in biometric systems: a signal processing perspective
A novel iris segmentation using radial-suppression edge detection
Signal Processing
Low-complexity iris coding and recognition based on directionlets
IEEE Transactions on Information Forensics and Security
Comparison and combination of iris matchers for reliable personal authentication
Pattern Recognition
Iris image segmentation and sub-optimal images
Image and Vision Computing
Efficient and robust segmentation of noisy iris images for non-cooperative iris recognition
Image and Vision Computing
A highly accurate and computationally efficient approach for unconstrained iris segmentation
Image and Vision Computing
Robust iris recognition algorithm for non-cooperative environment
International Journal of Biometrics
A novel technique for palmprint classification and authentication
International Journal of Biometrics
Feature correlation evaluation approach for iris feature quality measure
Signal Processing
Segmentation for Iris Localisation: A Novel Approach Suitable for Fake Iris Detection
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
An iris recognition method based on 2DWPCA and neural network
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
A computational efficient Iris extraction approach in unconstrained environments
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Sparsity inspired selection and recognition of iris images
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Algorithm for iris code organization and searching for iris recognition system
Proceedings of the International Conference and Workshop on Emerging Trends in Technology
Iris recognition using discrete sine transform and neural network
Proceedings of the International Conference and Workshop on Emerging Trends in Technology
Coarse iris classification using box-counting to estimate fractal dimensions
Pattern Recognition
Iris features extraction using beamlets and wedgelets
Machine Graphics & Vision International Journal
Iris recognition for biometric personal identification using neural networks
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Iris recognition: an entropy-based coding strategy robust to noisy imaging environments
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part I
Combining left and right irises for personal authentication
EMMCVPR'07 Proceedings of the 6th international conference on Energy minimization methods in computer vision and pattern recognition
Recognizing human iris by modified empirical mode decomposition
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
DSP-based implementation and optimization of an iris verification algorithm using textural feature
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Combination of Gabor wavelets and circular Gabor filter for finger-vein extraction
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
A novel method using contourlet to extract features for iris recognition system
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Fast and accurate personal identification based on iris biometric
International Journal of Biometrics
A novel and efficient method to extract features and vector creation in iris recognition system
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Robust person identification system using iris
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Quality-based dynamic threshold for iris matching
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Low-complexity iris recognition with oriented wavelets
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Estimating and fusing quality factors for iris biometric images
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
Image processing in personal identification
SIP'10 Proceedings of the 9th WSEAS international conference on Signal processing
Iris segmentation in non-ideal images using graph cuts
Image and Vision Computing
Iris recognition using genetic algorithms and asymmetrical SVMs
Machine Graphics & Vision International Journal
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Scale invariant gabor descriptor-based noncooperative iris recognition
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Engineering Applications of Artificial Intelligence
Measurement of defocus level in iris images using different convolution kernel methods
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
Personal identification based on finger-vein features
Computers in Human Behavior
Flexible-ICA algorithm for a reliable iris recognition
Transactions on large-scale data- and knowledge-centered systems IV
Ethnic classification based on iris images
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Optimal sampling for feature extraction in iris recognition systems
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
A simple boundary extraction technique for irregular pupil localization with orthogonal polynomials
Computer Vision and Image Understanding
An efficient iris segmentation method for recognition
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Localized iris image quality using 2-d wavelets
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Extracting and combining multimodal directional iris features
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
A novel method for coarse iris classification
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Global texture analysis of iris images for ethnic classification
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Modeling intra-class variation for nonideal iris recognition
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Iris recognition in mobile phone based on adaptive gabor filter
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Robust and fast assessment of iris image quality
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Efficient iris recognition using adaptive quotient thresholding
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
A novel iris segmentation method for hand-held capture device
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
An application of random and hammersley sampling methods to iris recognition
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Feature characterization in iris recognition with stochastic autoregressive models
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
An accurate and fast iris location method based on the features of human eyes
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Feature-level fusion of fingerprint and finger-vein for personal identification
Pattern Recognition Letters
Iris recognition at a distance
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Robust correspondenceless 3-d iris location for immersive environments
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
UBIRIS: a noisy iris image database
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
On the individuality of the iris biometric
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Iris recognition based on non-local comparisons
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
An iris segmentation procedure for iris recognition
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Zernike moment invariants based iris recognition
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Two-Dimensional projection and crossing for iris optimal localization
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Radii solaris extraction through primitive modelling
ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Finger-Vein recognition based on a bank of gabor filters
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Unideal iris segmentation using region-based active contour model
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part II
Iris image evaluation for non-cooperative biometric iris recognition system
MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
An iterative algorithm for fast iris detection
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
A non-linear normalization model for iris recognition
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
A new feature extraction method using the ICA filters for iris recognition system
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Iris recognition against counterfeit attack using gradient based fusion of multi-spectral images
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
An iris detection method based on structure information
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Noisy iris image matching by using multiple cues
Pattern Recognition Letters
Adaboost and multi-orientation 2D Gabor-based noisy iris recognition
Pattern Recognition Letters
Weighted co-occurrence phase histogram for iris recognition
Pattern Recognition Letters
A reliable iris recognition algorithm based on reverse biorthogonal wavelet transform
Pattern Recognition Letters
Optimization of the threshold value for segmentation of objects of a priori known forms
Pattern Recognition and Image Analysis
Liveness detection for iris recognition using multispectral images
Pattern Recognition Letters
Iris recognition based security system using RFID
Proceedings of the CUBE International Information Technology Conference
Texture recognition for frog identification
Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data
Statistical texture analysis-based approach for fake iris detection using support vector machines
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Coarse Iris classification by learned visual dictionary
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Nonlinear Iris deformation correction based on Gaussian model
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Shape analysis of stroma for iris recognition
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Iris verification using wavelet moments and neural network
LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Iris recognition based on zigzag collarette region and asymmetrical support vector machines
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Iris recognition based on bidimensional empirical mode decomposition and fractal dimension
Information Sciences: an International Journal
Person identification using full-body motion and anthropometric biometrics from kinect videos
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
A review of information fusion techniques employed in iris recognition systems
International Journal of Advanced Intelligence Paradigms
A comprehensive approach for sclera image quality measure
International Journal of Biometrics
Computer Vision and Image Understanding
Iris recognition using combined support vector machine and Hamming distance approach
Expert Systems with Applications: An International Journal
Selection of parameters in iris recognition system
Multimedia Tools and Applications
A new cow identification system based on iris analysis and recognition
International Journal of Biometrics
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Abstract--With an increasing emphasis on security, automated personal identification based on biometrics has been receiving extensive attention over the past decade. Iris recognition, as an emerging biometric recognition approach, is becoming a very active topic in both research and practical applications. In general, a typical iris recognition system includes iris imaging, iris liveness detection, and recognition. This paper focuses on the last issue and describes a new scheme for iris recognition from an image sequence. We first assess the quality of each image in the input sequence and select a clear iris image from such a sequence for subsequent recognition. A bank of spatial filters, whose kernels are suitable for iris recognition, is then used to capture local characteristics of the iris so as to produce discriminating texture features. Experimental results show that the proposed method has an encouraging performance. In particular, a comparative study of existing methods for iris recognition is conducted on an iris image database including 2,255 sequences from 213 subjects. Conclusions based on such a comparison using a nonparametric statistical method (the bootstrap) provide useful information for further research.