A Computational Approach to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Registration of Translated and Rotated Images Using Finite Fourier Transforms
IEEE Transactions on Pattern Analysis and Machine Intelligence
A general approach to connected-component labeling for arbitrary image representations
Journal of the ACM (JACM)
International Journal of Imaging Systems and Technology
Performance evaluation of score level fusion in multimodal biometric systems
Pattern Recognition
Score normalization in multimodal biometric systems
Pattern Recognition
Online finger-knuckle-print verification for personal authentication
Pattern Recognition
Finger-Vein Authentication Based on Wide Line Detector and Pattern Normalization
ICPR '10 Proceedings of the 2010 20th International Conference on Pattern Recognition
A finger-vein verification system using mean curvature
Pattern Recognition Letters
Score level fusion of multimodal biometrics using triangular norms
Pattern Recognition Letters
Genetic programming for multibiometrics
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
On-line fast palmprint identification based on adaptive lifting wavelet scheme
Knowledge-Based Systems
Expert Systems with Applications: An International Journal
Fingerprint classification by a hierarchical classifier
Pattern Recognition
Fake finger-vein image detection based on Fourier and wavelet transforms
Digital Signal Processing
A secure palm vein recognition system
Journal of Systems and Software
Iris recognition using combined support vector machine and Hamming distance approach
Expert Systems with Applications: An International Journal
A low overhead scaled equalized harmonic-based voice authentication system
Telematics and Informatics
Gait recognition based on shape and motion analysis of silhouette contours
Computer Vision and Image Understanding
Hi-index | 12.05 |
In this paper, a new approach of multimodal finger biometrics based on the fusion of finger vein and finger geometry recognition is presented. In the proposed method, Band Limited Phase Only Correlation (BLPOC) is utilized to measure the similarity of finger vein images. Unlike previous methods, BLPOC is resilient to noise, occlusions and rescaling factors; thus can enhance the performance of finger vein recognition. As for finger geometry recognition, a new type of geometrical features called Width-Centroid Contour Distance (WCCD) is proposed. This WCCD combines the finger width with Centroid Contour Distance (CCD). As compared with the single type of feature, the fusion of W and CCD can improve the accuracy of finger geometry recognition. Finally, we integrate the finger vein and finger geometry recognitions by a score-level fusion method based on the weighted SUM rule. Experimental evaluation using our own database which was collected from 123 volunteers resulted in an efficient recognition performance where the equal error rate (EER) was 1.78% with a total processing time of 24.22ms.