Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition Letters - In memory of Professor E.S. Gelsema
Learning-based hand sign recognition using SHOSLIF-M
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
An assembled matrix distance metric for 2DPCA-based image recognition
Pattern Recognition Letters
Personal recognition based on an image of the palmar surface of the hand
Pattern Recognition
Wavelet decomposition tree selection for palm and face authentication
Pattern Recognition Letters
Palmprint verification based on robust line orientation code
Pattern Recognition
Palmprint verification based on robust line orientation code
Pattern Recognition
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
Review article: Touch-less palm print biometrics: Novel design and implementation
Image and Vision Computing
A Novel Hand-Based Personal Identification Approach
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Radial Basis Probabilistic Neural Networks Committee for Palmprint Recognition
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
Fusion of Palmprint and Iris for Personal Authentication
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
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
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
Research of Palmprint Recognition Based on 2DPCA
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
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
Robust palmprint verification using 2D and 3D features
Pattern Recognition
Personal authentication using finger knuckle surface
IEEE Transactions on Information Forensics and Security
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
An automated palmprint recognition system
Image and Vision Computing
Personal authentication using multiple palmprint representation
Pattern Recognition
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
Personal identification based on weighting key point scheme for hand image
IWCIA'08 Proceedings of the 12th international conference on Combinatorial image analysis
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
An innovative contactless palm print and knuckle print recognition system
Pattern Recognition Letters
Online joint palmprint and palmvein verification
Expert Systems with Applications: An International Journal
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
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
Local binary LDA for face recognition
BioID'11 Proceedings of the COST 2101 European conference on Biometrics and ID management
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
Palmprint verification based on 2D - Gabor wavelet and pulse-coupled neural network
Knowledge-Based Systems
Differential operation based palmprint authentication for multimedia security
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Palmprint authentication using time series
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
A study of brute-force break-ins of a palmprint verification system
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Palmprint authentication based on orientation code matching
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
Fusion of the textural feature and palm-lines for palmprint authentication
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Verification of biometric palmprint patterns using optimal trade-off filter classifiers
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
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 fast and robust personal identification approach using handprint
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
A novel automated hand-based personal identification
IWCIA'06 Proceedings of the 11th international conference on Combinatorial Image Analysis
Image feature extraction using the fusion features of BEMD and WCB-NNSC
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
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
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
On-line fast palmprint identification based on adaptive lifting wavelet scheme
Knowledge-Based Systems
Palmprint matching using feature points and SVD factorisation
Digital Signal Processing
An improved palmprint recognition system using iris features
Journal of Real-Time Image Processing
Journal of Real-Time Image Processing
Selection of discriminative sub-regions for palmprint recognition
Multimedia Tools and Applications
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In this paper, a novel method for palmprint recognition, called Fisherpalms, is proposed. In this method, each pixel of a palmprint image is considered as a coordinate in a high-dimensional image space. A linear projection based on Fisher's linear discriminant is used to project palmprints from this high-dimensional original palmprint space to a significantly lower dimensional feature space (Fisherpalm space), in which the palmprints from the different palms can be discriminated much more efficiently. The relationship between the recognition accuracy and the resolution of the palmprint image is also investigated. The experimental results show that, in the proposed method, the palmprint images with resolution 32 × 32 are optimal for medium security biometric systems while those with resolution 64 × 64 are optimal for high security biometric systems. High accuracies (99%) have been obtained by the proposed method and the speed of this method (responding time ≤ 0.4 s) is rapid enough for real-time palmprint recognition.