Digital image processing (2nd ed.)
Digital image processing (2nd ed.)
Numerical recipes in C (2nd ed.): the art of scientific computing
Numerical recipes in C (2nd ed.): the art of scientific computing
On the Error-Reject Trade-Off in Biometric Verification Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combining multiple matchers for a high security fingerprint verification system
Pattern Recognition Letters - Special issue on pattern recognition in practice VI
Biometric Identification through Hand Geometry Measurements
IEEE Transactions on Pattern Analysis and Machine Intelligence
Person Identification Using Multiple Cues
IEEE Transactions on Pattern Analysis and Machine Intelligence
Sum Versus Vote Fusion in Multiple Classifier Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition Letters - In memory of Professor E.S. Gelsema
Palmprint recognition using eigenpalms features
Pattern Recognition Letters
Hand shape estimation using image transition network
HUMO '00 Proceedings of the Workshop on Human Motion (HUMO'00)
Information fusion in biometrics
Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
Online Palmprint Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Communications of the ACM - Multimodal interfaces that flex, adapt, and persist
Personal verification using palmprint and hand geometry biometric
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Personal recognition based on an image of the palmar surface of the hand
Pattern Recognition
Multimodal biometrics using geometry preserving projections
Pattern Recognition
Palmprint verification based on principal lines
Pattern Recognition
Pattern Recognition Letters
CompSysTech '07 Proceedings of the 2007 international conference on Computer systems and technologies
Palmprint verification based on robust line orientation code
Pattern Recognition
Palmprint verification based on robust line orientation code
Pattern Recognition
A Novel Hand-Based Personal Identification Approach
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Personal Recognition Using Single-Sensor Multimodal Hand Biometrics
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
Ensemble of multiple Palmprint representation
Expert Systems with Applications: An International Journal
A Palmprint Verification System Based on Phase Congruency Features
Biometrics and Identity Management
Some Unusual Experiments with PCA-Based Palmprint and Face Recognition
Biometrics and Identity Management
A survey of palmprint recognition
Pattern Recognition
On selecting Gabor features for biometric authentication
International Journal of Computer Applications in Technology
A supervised method to discriminate between impostors and genuine in biometry
Expert Systems with Applications: An International Journal
Robust Biometric System Using Palmprint for Personal Verification
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Parallel versus Serial Classifier Combination for Multibiometric Hand-Based Identification
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Real-Time Model-Based Hand Localization for Unsupervised Palmar Image Acquisition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
International Journal of 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
Contactless palmprint authentication using circular gabor filter and approximated string matching
SIP '07 Proceedings of the Ninth IASTED International Conference on Signal and Image Processing
Palmprint Recognition Based on Subspace Analysis of Gabor Filter Bank
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Human identification using Knucklecodes
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Palmprint identification using pairwise relative angle and EMD
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Personal identification based on weighting key point scheme for hand image
IWCIA'08 Proceedings of the 12th international conference on Combinatorial image analysis
Palmprint verification using consistent orientation coding
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Multimodal biometric identification system based on finger geometry, knuckle print and palm print
Pattern Recognition Letters
An innovative contactless palm print and knuckle print recognition system
Pattern Recognition Letters
AST/UCMA/ISA/ACN'10 Proceedings of the 2010 international conference on Advances in computer science and information technology
Online joint palmprint and palmvein verification
Expert Systems with Applications: An International Journal
Feature level fusion of face and palmprint biometrics
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
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 novel representation of palm-print for recognition
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Implementation of remote system using touchless palmprint recognition algorithm
Proceedings of the 8th International Conference on Advances in Mobile Computing and Multimedia
Exploration of a hand-based graphical password scheme
Proceedings of the 4th international conference on Security of information and networks
A Comparative Study of Palmprint Recognition Algorithms
ACM Computing Surveys (CSUR)
A user dependent multi-resolution approach for biometric data
International Journal of Information Technology and Management
A fast and robust personal identification approach using handprint
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Two-Dimensional optimal transform for appearance based object recognition
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Multispectral palmprint recognition using Image-Based Linear Discriminant Analysis
International Journal of Biometrics
Palmprint based recognition system using phase-difference information
Future Generation Computer Systems
Palmprint identification based on wide principal lines
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
A contactless biometric system using multiple hand features
Journal of Visual Communication and Image Representation
Identity verification by using handprint
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
QRS detection-free electrocardiogram biometrics in the reconstructed phase space
Pattern Recognition Letters
An improved palmprint recognition system using iris features
Journal of Real-Time Image Processing
A new approach for inner-knuckle-print recognition
Journal of Visual Languages and Computing
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This paper presents a multimodal biometric identification system based on the features of the human hand. We describe a new biometric approach to personal identification using eigenfinger and eigenpalm features, with fusion applied at the matching-score level. The identification process can be divided into the following phases: capturing the image; preprocessing; extracting and normalizing the palm and strip-like finger subimages; extracting the eigenpalm and eigenfinger features based on the K-L transform; matching and fusion; and, finally, a decision based on the (k, l)-NN classifier and thresholding. The system was tested on a database of 237 people (1,820 hand images). The experimental results showed the effectiveness of the system in terms of the recognition rate (100 percent), the equal error rate (EER = 0.58 percent), and the total error rate (TER = 0.72 percent).