Image Representation Using 2D Gabor Wavelets
IEEE Transactions on Pattern Analysis and Machine Intelligence
Biometric Identification through Hand Geometry Measurements
IEEE Transactions on Pattern Analysis and Machine Intelligence
Handbook of Fingerprint Recognition
Handbook of Fingerprint Recognition
Online Palmprint Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic Fingerprint Recognition Systems
Automatic Fingerprint Recognition Systems
Competitive Coding Scheme for Palmprint Verification
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 1 - Volume 01
Large-Scale Evaluation of Multimodal Biometric Authentication Using State-of-the-Art Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
Handbook of Biometrics
Combining Gabor Local Texture Pattern and Wavelet Global Features for Fingerprint Matching
ICCIMA '07 Proceedings of the International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007) - Volume 02
Palmprint verification based on robust line orientation code
Pattern Recognition
An Effective Approach for Iris Recognition Using Phase-Based Image Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
A multi-matcher system based on knuckle-based features
Neural Computing and Applications
A Palmprint Recognition Algorithm Using Phase-Only Correlation
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
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
Finger surface as a biometric identifier
Computer Vision and Image Understanding
Personal authentication using finger knuckle surface
IEEE Transactions on Information Forensics and Security
Hierarchical ensemble of global and local classifiers for face recognition
IEEE Transactions on Image Processing
Online finger-knuckle-print verification for personal authentication
Pattern Recognition
Finger-knuckle-print: a new biometric identifier
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A two-level matching scheme for speedy and accurate palmprint identification
MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II
Incorporating image quality in multi-algorithm fingerprint verification
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Personal identification using knuckleprint
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Improving iris recognition accuracy via cascaded classifiers
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
An FFT-based technique for translation, rotation, and scale-invariant image registration
IEEE Transactions on Image Processing
Human authentication using finger knuckle print
COMPUTE '11 Proceedings of the Fourth Annual ACM Bangalore Conference
Score level fusion of multimodal biometrics using triangular norms
Pattern Recognition Letters
Finger knuckleprint based recognition system using feature tracking
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Gender classification via global-local features fusion
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
An efficient finger-knuckle-print based recognition system fusing SIFT and SURF matching scores
ICICS'11 Proceedings of the 13th international conference on Information and communications security
Phase congruency induced local features for finger-knuckle-print recognition
Pattern Recognition
Expert Systems with Applications: An International Journal
A new approach for inner-knuckle-print recognition
Journal of Visual Languages and Computing
An approach to SWIR hyperspectral hand biometrics
Information Sciences: an International Journal
Information Sciences: an International Journal
Towards finger-vein image restoration and enhancement for finger-vein recognition
Information Sciences: an International Journal
A finger-knuckle-print recognition algorithm using phase-based local block matching
Information Sciences: an International Journal
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Biometrics authentication is an effective method for automatically recognizing a person's identity. Recently, it has been found that the finger-knuckle-print (FKP), which refers to the inherent skin patterns of the outer surface around the phalangeal joint of one's finger, has high capability to discriminate different individuals, making it an emerging biometric identifier. In this paper, based on the results of psychophysics and neurophysiology studies that both local and global information is crucial for the image perception, we present an effective FKP recognition scheme by extracting and assembling local and global features of FKP images. Specifically, the orientation information extracted by the Gabor filters is coded as the local feature. By increasing the scale of Gabor filters to infinite, actually we can get the Fourier transform of the image, and hence the Fourier transform coefficients of the image can be taken as the global features. Such kinds of local and global features are naturally linked via the framework of time-frequency analysis. The proposed scheme exploits both local and global information for the FKP verification, where global information is also utilized to refine the alignment of FKP images in matching. The final matching distance of two FKPs is a weighted average of local and global matching distances. The experimental results conducted on our FKP database demonstrate that the proposed local-global information combination scheme could significantly improve the recognition accuracy obtained by either local or global information and lead to promising performance of an FKP-based personal authentication system.