A Novel Biometric Personal Verification System Based on the Combination of Palmprints and Faces

Authors:
Slobodan Ribarić;Ivan Fratrić;Kristina Kiš
Affiliations:
Faculty of Electrical Engineering and Computing, University of Zagreb, Unska 3, 10000 Zagreb, Croatia, e-mail: slobodan.ribaric@fer.hr;Faculty of Electrical Engineering and Computing, University of Zagreb, Unska 3, 10000 Zagreb, Croatia, e-mail: slobodan.ribaric@fer.hr;Faculty of Electrical Engineering and Computing, University of Zagreb, Unska 3, 10000 Zagreb, Croatia, e-mail: slobodan.ribaric@fer.hr
Venue:
Informatica
Year:
2008

Citing 19
Cited 5

HYPER: A New Approach for the Recognition and Positioning of Two-Dimensional Objects

IEEE Transactions on Pattern Analysis and Machine Intelligence
Digital image processing (2nd ed.)

Digital image processing (2nd ed.)
Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection

IEEE Transactions on Pattern Analysis and Machine Intelligence
Intelligent biometric techniques in fingerprint and face recognition

Intelligent biometric techniques in fingerprint and face recognition
Minutiae extraction and filtering from gray-scale images

Intelligent biometric techniques in fingerprint and face recognition
Sum Versus Vote Fusion in Multiple Classifier Systems

IEEE Transactions on Pattern Analysis and Machine Intelligence
Matching of palmprints

Pattern Recognition Letters - In memory of Professor E.S. Gelsema
Palmprint recognition using eigenpalms features

Pattern Recognition Letters
Information fusion in biometrics

Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
Online Palmprint Identification

IEEE Transactions on Pattern Analysis and Machine Intelligence
Fisherpalms based palmprint recognition

Pattern Recognition Letters
Pattern Classification (2nd Edition)

Pattern Classification (2nd Edition)
Guide to Biometrics

Guide to Biometrics
Multibiometric systems

Communications of the ACM - Multimodal interfaces that flex, adapt, and persist
Biometrics: Personal Identification in Networked Society

Biometrics: Personal Identification in Networked Society
Eigenfaces for recognition

Journal of Cognitive Neuroscience
Score normalization in multimodal biometric systems

Pattern Recognition
Personal verification using palmprint and hand geometry biometric

AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Frontal face authentication using morphological elastic graph matching

IEEE Transactions on Image Processing

An Efficient Technique to Detect Visual Defects in Particleboards

Informatica
Gabor-Based Kernel Partial-Least-Squares Discrimination Features for Face Recognition

Informatica
The Use of Group Delay Features of Linear Prediction Model for Speaker Recognition

Informatica
An Entire Chaos-Based Biometric Remote User Authentication Scheme on Tokens Without Using Password

Informatica
An improved palmprint recognition system using iris features

Journal of Real-Time Image Processing

Quantified Score

Hi-index	0.00

Visualization

Abstract

This paper presents a bimodal biometric verification system based on the fusion of palmprint and face features at the matching-score level. The system combines a new approach to palmprint principal lines recognition based on hypotheses generation and evaluation and the well-known eigenfaces approach for face recognition. The experiments with different matching-score normalization techniques have been performed in order to improve the performance of the fusion at the matching-score level. A “chimerical” database consisting of 1488 palmprint and face image pairs of 241 persons was used in the system design (440 image pairs of 110 persons) and testing (1048 image pairs of 131 persons). The experimental results show that system performance is significantly improved over unimodal subsystems.