An introduction to support Vector Machines: and other kernel-based learning methods
An introduction to support Vector Machines: and other kernel-based learning methods
An Experimental Comparison of Fixed and Trained Fusion Rules for Crisp Classifier Outputs
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Palmprint recognition using eigenpalms features
Pattern Recognition Letters
Online Palmprint Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fisherpalms based palmprint recognition
Pattern Recognition Letters
Feature Extraction Method for Palmprint Considering Elimination of Creases
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Integrating Shape and Texture for Hand Verification
ICIG '04 Proceedings of the Third International Conference on Image and Graphics
Palmprint Identification Using PalmCodes
ICIG '04 Proceedings of the Third International Conference on Image and Graphics
Combining classifiers for face recognition
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 3 (ICME '03) - Volume 03
Journal of Cognitive Neuroscience
PalmHashing: a novel approach for cancelable biometrics
Information Processing Letters
Personal verification using palmprint and hand geometry biometric
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Characterization of palmprints by wavelet signatures via directional context modeling
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
An introduction to biometric recognition
IEEE Transactions on Circuits and Systems for Video Technology
Personal authentication using hand images
Pattern Recognition Letters
Gait recognition for human identification based on ICA and fuzzy SVM through multiple views fusion
Pattern Recognition Letters
Palmprint verification based on robust line orientation code
Pattern Recognition
Palmprint verification based on robust line orientation code
Pattern Recognition
Ensemble of multiple Palmprint representation
Expert Systems with Applications: An International Journal
A Palmprint Verification System Based on Phase Congruency Features
Biometrics and Identity Management
A survey of palmprint recognition
Pattern Recognition
On estimating performance indices for biometric identification
Pattern Recognition
Real-Time Model-Based Hand Localization for Unsupervised Palmar Image Acquisition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Palmprint verification using binary orientation co-occurrence vector
Pattern Recognition Letters
Robust palmprint verification using 2D and 3D features
Pattern Recognition
Personal authentication using finger knuckle surface
IEEE Transactions on Information Forensics and Security
A novel technique for palmprint classification and authentication
International Journal of Biometrics
Development of a new cryptographic construct using palmprint-based fuzzy vault
EURASIP Journal on Advances in Signal Processing - Special issue on recent advances in biometric systems: a signal processing perspective
Global and local preserving feature extraction for image categorization
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Online joint palmprint and palmvein verification
Expert Systems with Applications: An International Journal
Palmprint identification using PCA algorithm and hierarchical neural network
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
A Comparative Study of Palmprint Recognition Algorithms
ACM Computing Surveys (CSUR)
A user dependent multi-resolution approach for biometric data
International Journal of Information Technology and Management
Research on hand language video retrieval
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part II
Palmprint authentication using pattern classification techniques
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Palmprint identification based on wide principal lines
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Iris verification using wavelet moments and neural network
LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Fusion of multiple texture representations for palmprint recognition using neural networks
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Sliding Window Based Fast Corner Matching Palmprint Authentication
International Journal of Computer Vision and Image Processing
Machine Vision and Applications
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Although several palmprint representations have been proposed for personal authentication, there is little agreement on which palmprint representation can provide best representation for reliable authentication. In this paper, we characterize user's identity through the simultaneous use of three major palmprint representations and achieve better performance than either one individually. This paper also investigates comparative performance between Gabor, line and appearance based palmprint representations and using their score and decision level fusion. The combination of various representations may not always lead to higher performance as the features from the same image may be correlated. Therefore we also propose product of sum rule which achieves better performance than any other fixed combination rules. Our experimental results on the database of 100 users achieve 34.56% improvement in performance (equal error rate) as compared to the case when features from single palmprint representation are employed. The proposed usage of multiple palmprint representations, especially on the peg-free and non-contact imaging setup, achieves promising results and demonstrates its usefulness.