Automated fingerprint recognition using structural matching
Pattern Recognition
Image Representation Using 2D Gabor Wavelets
IEEE Transactions on Pattern Analysis and Machine Intelligence
On-Line Fingerprint Verification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Integrating Faces and Fingerprints for Personal Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Online Palmprint Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Competitive Coding Scheme for Palmprint Verification
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 1 - Volume 01
Machine Vision and Applications
Ordinal Palmprint Represention for Personal Identification
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
COMBINING FINGERPRINT, PALMPRINT AND HAND-SHAPE FOR USER AUTHENTICATION
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 04
Guest editorial: Image fusion: Advances in the state of the art
Information Fusion
Minutiae feature analysis for infrared hand vein pattern biometrics
Pattern Recognition
Palmprint verification based on robust line orientation code
Pattern Recognition
Extraction of Finger-Vein Patterns Using Maximum Curvature Points in Image Profiles
IEICE - Transactions on Information and Systems
Handbook of Fingerprint Recognition
Handbook of Fingerprint Recognition
Palmprint verification using binary orientation co-occurrence vector
Pattern Recognition Letters
Finger-Knuckle-Print Verification Based on Band-Limited Phase-Only Correlation
CAIP '09 Proceedings of the 13th International Conference on Computer Analysis of Images and Patterns
Personal authentication using finger vein pattern and finger-dorsa texture fusion
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Personal authentication using finger knuckle surface
IEEE Transactions on Information Forensics and Security
Personal authentication using hand vein triangulation and knuckle shape
IEEE Transactions on Image Processing
Multi-Channel Gabor Filter Design for Finger-Vein Image Enhancement
ICIG '09 Proceedings of the 2009 Fifth International Conference on Image and Graphics
Online finger-knuckle-print verification for personal authentication
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
Palm vein extraction and matching for personal authentication
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Online joint palmprint and palmvein verification
Expert Systems with Applications: An International Journal
Efficient Finger Vein Localization and Recognition
ICPR '10 Proceedings of the 2010 20th International Conference on Pattern Recognition
Ensemble of local and global information for finger-knuckle-print recognition
Pattern Recognition
Automated human identification using ear imaging
Pattern Recognition
A thermal hand vein pattern verification system
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Feature-level fusion of fingerprint and finger-vein for personal identification
Pattern Recognition Letters
Phase congruency induced local features for finger-knuckle-print recognition
Pattern Recognition
Finger-Vein recognition based on a bank of gabor filters
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Filterbank-based fingerprint matching
IEEE Transactions on Image Processing
Biometric verification using thermal images of palm-dorsa vein patterns
IEEE Transactions on Circuits and Systems for Video Technology
Finger-vein ROI localization and vein ridge enhancement
Pattern Recognition Letters
Fusion of face and speech data for person identity verification
IEEE Transactions on Neural Networks
IEEE Transactions on Image Processing
Human Identification Using Palm-Vein Images
IEEE Transactions on Information Forensics and Security
Automated Biometrics: Technologies and Systems
Automated Biometrics: Technologies and Systems
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In this paper, we present a multimodal personal identification system that fuses finger vein and finger dorsal images at the feature level. First, we design an image acquisition device, which can synchronously capture finger vein and finger dorsal images. Also, a small dataset of the images has been established for algorithm testing and evaluation. Secondly, to utilize the intrinsic positional relationship between the finger veins and the finger dorsal, we perform a special registration on two kinds of images. Subsequently, the regions-of-interest (ROIs) of both kinds of images are extracted and normalized in both size and intensity. Thirdly, we develop a magnitude-preserved competitive code feature extraction method, which is utilized in both the finger vein and finger dorsal images. Furthermore, according to the preserved magnitude, a comparative competitive code (C^2Code) is explored for finger vein and dorsal fusion at the feature level. The proposed feature map of C^2Code, which contains new features of junction points and positions from the finger vein and finger dorsal image pairs, is extremely informative for identification. Finally, the C^2Code feature map is fed into a nearest neighbor (NN) classifier to carry out personal authentication. Experimentally, we compare the performance of the proposed fusion strategy with that of state-of-the-art unimodal biometrics by using the established dataset, and it is found that there is higher identification accuracy and lower equal-error-rates (EERs).