A Computational Approach to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Characterization of Signals from Multiscale Edges
IEEE Transactions on Pattern Analysis and Machine Intelligence
A survey of image registration techniques
ACM Computing Surveys (CSUR)
Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Robot Vision
Pattern Recognition Letters - In memory of Professor E.S. Gelsema
Palmprint recognition using eigenpalms features
Pattern Recognition Letters
Online Palmprint Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Communications of the ACM - Multimodal interfaces that flex, adapt, and persist
General purpose medical image registration
General purpose medical image registration
Image Mosaicing for Rolled Fingerprint Construction
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Competitive Coding Scheme for Palmprint Verification
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 1 - Volume 01
Face Recognition Using Laplacianfaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
A Biometric Identification System Based on Eigenpalm and Eigenfinger Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
Performance Enhancement of 2D Face Recognition via Mosaicing
AUTOID '05 Proceedings of the Fourth IEEE Workshop on Automatic Identification Advanced Technologies
Adapted user-dependent multimodal biometric authentication exploiting general information
Pattern Recognition Letters
Palmprint identification using feature-level fusion
Pattern Recognition
Personal authentication using multiple palmprint representation
Pattern Recognition
Score normalization in multimodal biometric systems
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
Fingerprint mosaicking by rolling and sliding
AVBPA'05 Proceedings of the 5th 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
IEEE Transactions on Circuits and Systems for Video Technology
Threshold-optimized decision-level fusion and its application to biometrics
Pattern Recognition
A survey of palmprint recognition
Pattern Recognition
Personal authentication using finger vein pattern and finger-dorsa texture fusion
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Design and implementation of a contactless palm vein recognition system
Proceedings of the 2010 Symposium on Information and Communication Technology
Empirical study of light source selection for palmprint recognition
Pattern Recognition Letters
Realizing hand-based biometrics based on visible and infrared imagery
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
A Comparative Study of Palmprint Recognition Algorithms
ACM Computing Surveys (CSUR)
International Journal of Biometrics
A novel biometric system based on palm vein image
Pattern Recognition Letters
A contactless biometric system using multiple hand features
Journal of Visual Communication and Image Representation
An improved method of identification based on thermal palm vein image
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Contact-Less palm vein recognition based on wavelet decomposition and partial least square
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
A secure palm vein recognition system
Journal of Systems and Software
Information Sciences: an International Journal
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Unimodal analysis of palmprint and palm vein has been investigated for person recognition. One of the problems with unimodality is that the unimodal biometric is less accurate and vulnerable to spoofing, as the data can be imitated or forged. In this paper, we present a multimodal personal identification system using palmprint and palm vein images with their fusion applied at the image level. The palmprint and palm vein images are fused by a new edge-preserving and contrast-enhancing wavelet fusion method in which the modified multiscale edges of the palmprint and palm vein images are combined. We developed a fusion rule that enhances the discriminatory information in the images. Here, a novel palm representation, called ''Laplacianpalm'' feature, is extracted from the fused images by the locality preserving projections (LPP). Unlike the Eigenpalm approach, the ''Laplacianpalm'' finds an embedding that preserves local information and yields a palm space that best detects the essential manifold structure. We compare the proposed ''Laplacianpalm'' approach with the Fisherpalm and Eigenpalm methods on a large data set. Experimental results show that the proposed ''Laplacianpalm'' approach provides a better representation and achieves lower error rates in palm recognition. Furthermore, the proposed multimodal method outperforms any of its individual modality.