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
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
Palm Vein Verification System Based on SIFT Matching
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Palmprint verification using binary orientation co-occurrence vector
Pattern Recognition Letters
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
Human identification using Knucklecodes
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Online finger-knuckle-print verification for personal authentication
Pattern Recognition
Palmprint verification using consistent orientation coding
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Online joint palmprint and palmvein verification
Expert Systems with Applications: An International Journal
Ensemble of local and global information for finger-knuckle-print recognition
Pattern Recognition
Phase congruency induced local features for finger-knuckle-print recognition
Pattern Recognition
Palmprint based recognition system using phase-difference information
Future Generation Computer Systems
Expert Systems with Applications: An International Journal
Biometric authentication using finger nail plates
Expert Systems with Applications: An International Journal
An improved palmprint recognition system using iris features
Journal of Real-Time Image Processing
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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.