Palmprint recognition using eigenpalms features

Authors:
Guangming Lu;David Zhang;Kuanquan Wang
Affiliations:
Biocomputing Research Lab, Department of Computer Science and Engineering, Harbin Institute of Technology, Harbin, China;Department of Computing, Biometrics Research Centre, Hong Kong Polytechnic University, Flat PQ717, Hung Hum, Kowloon, Hong Kong;Biocomputing Research Lab, Department of Computer Science and Engineering, Harbin Institute of Technology, Harbin, China
Venue:
Pattern Recognition Letters
Year:
2003

Citing 2
Cited 91

Biometrics, Personal Identification in Networked Society: Personal Identification in Networked Society

Biometrics, Personal Identification in Networked Society: Personal Identification in Networked Society
Matching of palmprints

Pattern Recognition Letters - In memory of Professor E.S. Gelsema

A Biometric Identification System Based on Eigenpalm and Eigenfinger Features

IEEE Transactions on Pattern Analysis and Machine Intelligence
An assembled matrix distance metric for 2DPCA-based image recognition

Pattern Recognition Letters
Original Finger Image Extraction by Morphological Technique and Finger Image Comparisons for Persons' Identification

Journal of Intelligent and Robotic Systems
Palmprint identification using feature-level fusion

Pattern Recognition
Personal recognition based on an image of the palmar surface of the hand

Pattern Recognition
Letters: An alternative formulation of kernel LPP with application to image recognition

Neurocomputing
Letters: Palmprint recognition with 2DPCA+PCA based on modular neural networks

Neurocomputing
Three measures for secure palmprint identification

Pattern Recognition
SubXPCA and a generalized feature partitioning approach to principal component analysis

Pattern Recognition
Novel approaches to principal component analysis of image data based on feature partitioning framework

Pattern Recognition Letters
Palmprint verification based on robust line orientation code

Pattern Recognition
Person recognition by fusing palmprint and palm vein images based on "Laplacianpalm" representation

Pattern Recognition
Hand image recognition by the techniques of hand shape scaling and image weight scaling

Expert Systems with Applications: An International Journal
Palmprint verification based on robust line orientation code

Pattern Recognition
Person recognition by fusing palmprint and palm vein images based on "Laplacianpalm" representation

Pattern Recognition
A hierarchical identification method based on improved hand geometry and regional content feature for low-resolution hand images

Signal Processing
A Direct Locality Preserving Projections (DLPP) Algorithm for Image Recognition

Neural Processing Letters
Palmprint recognition with improved two-dimensional locality preserving projections

Image and Vision Computing
Letters: Palmprint recognition using Gabor feature-based (2D)2PCA

Neurocomputing
Overlapped Finger Geometry Signal Processing and Finger Shape Comparisons for Person Identification

Informatica
Review article: Touch-less palm print biometrics: Novel design and implementation

Image and Vision Computing
A Novel Biometric Personal Verification System Based on the Combination of Palmprints and Faces

Informatica
Palmprint Recognition Using a Novel Sparse Coding Technique

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
A Novel Approach for Automatic Palmprint Recognition

CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Palmprint Recognition by Applying Wavelet Subband Representation and Kernel PCA

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Palm extraction and identification

Expert Systems with Applications: An International Journal
Personal Identification Using Palmprint and Contourlet Transform

ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
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
Bimodal personal recognition using hand images

Proceedings of the International Conference on Advances in Computing, Communication and Control
Palm-print recognition by matrix discriminator

Expert Systems with Applications: An International Journal
Research of Palmprint Recognition Based on 2DPCA

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Handprint Recognition: A Novel Biometric Technology

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Orientation selection using modified FCM for competitive code-based palmprint recognition

Pattern Recognition
Palmprint Verification Using Circular Gabor Filter

ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Kernel Principal Component Analysis of Gabor Features for Palmprint Recognition

ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Palmprint verification using binary orientation co-occurrence vector

Pattern Recognition Letters
Automated flexion crease identification using internal image seams

Pattern Recognition
An automated palmprint recognition system

Image and Vision Computing
A unified distance measurement for orientation coding in palmprint verification

Neurocomputing
Personal authentication using multiple palmprint representation

Pattern Recognition
Palmprint verification using hierarchical decomposition

Pattern Recognition
Hand shape recognition by hand shape scaling, weight magnifying and finger geometry comparison

MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
Learning Gabor magnitude features for palmprint recognition

ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Global and local preserving feature extraction for image categorization

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Palmprint identification using pairwise relative angle and EMD

VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Palmprint recognition combining LDA and the center band of Fourier magnitude

ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Degraded partial palmprint recognition for forensic investigations

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A palmprint recognition algorithm using principal component analysis of phase information

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
An innovative contactless palm print and knuckle print recognition system

Pattern Recognition Letters
An evaluation of wavelet kernels for palmprint based recognition

AMDO'10 Proceedings of the 6th international conference on Articulated motion and deformable objects
Two-dimensional sparse principal component analysis for palmprint recognition

ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Palmprint recognition based on neighborhood rough set

ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Palmprint identification using PCA algorithm and hierarchical neural network

LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
On accurate orientation extraction and appropriate distance measure for low-resolution palmprint recognition

Pattern Recognition
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
Stockwell transform based palm-print recognition

Applied Soft Computing
Palmprint verification using GridPCA for Gabor features

Proceedings of the Second Symposium on Information and Communication Technology
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
Eigen palmprint authentication system using dimension reduction of singular vector

FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Multi-scale palmprint recognition using registration information and 2d gabor feature

ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
A novel personal authentication system using palmprint technology

PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Feature-level fusion of hand biometrics for personal verification based on kernel PCA

ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Palmprint verification based on 2D - Gabor wavelet and pulse-coupled neural network

Knowledge-Based Systems
Palmprint authentication using time series

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Palmprint recognition using fourier-mellin transformation based registration method

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Palmprint recognition based on unsupervised subspace analysis

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Authorization based on palmprint

ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Digital curvelet transform for palmprint recognition

SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Palmprint recognition using polynomial neural network

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Analysis of performance of palmprint matching with enforced sparsity

Digital Signal Processing
A novel automated hand-based personal identification

IWCIA'06 Proceedings of the 11th international conference on Combinatorial Image Analysis
A secure multimodal biometric verification scheme

IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Palm recognition using fast sparse coding algorithm

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Palmprint authentication using pattern classification techniques

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Palmprint based recognition system using phase-difference information

Future Generation Computer Systems
GridLDA of Gabor wavelet features for palmprint identification

Proceedings of the Third Symposium on Information and Communication Technology
Embedded palmprint recognition system on mobile devices

ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Sliding Window Based Fast Corner Matching Palmprint Authentication

International Journal of Computer Vision and Image Processing
Contact-Less palm vein recognition based on wavelet decomposition and partial least square

CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
On-line fast palmprint identification based on adaptive lifting wavelet scheme

Knowledge-Based Systems
A competitive sample selection method for palmprint recognition

IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Palmprint recognition method based on a new kernel sparse representation method

ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
A novel classification method for palmprint recognition based on reconstruction error and normalized distance

Applied Intelligence
An improved palmprint recognition system using iris features

Journal of Real-Time Image Processing
Score level fusion of voting strategy of geometric hashing and SURF for an efficient palmprint-based identification

Journal of Real-Time Image Processing
Palmprint recognition algorithm with horizontally expanded blanket dimension

Neurocomputing
Selection of discriminative sub-regions for palmprint recognition

Multimedia Tools and Applications

Quantified Score

Hi-index	0.10

Visualization

Abstract

In this paper, we propose a palmprint recognition method based on eigenspace technology. By means of the Karhunen-Loeve transform, the original palmprint images are transformed into a small set of feature space, called "eigenpalms", which are the eigenvectors of the training set and can represent the principle components of the palmprints quite well. Then, the eigenpalm features are extracted by projecting a new palmprint image into the subspace spanned by the "eigenpalms", and applied to palmprint recognition with a Euclidean distance classifier. Experimental results illustrate the effectiveness of our method in terms of the recognition rate.