Neural Networks
Ten lectures on wavelets
Practical neural network recipes in C++
Practical neural network recipes in C++
Independent component analysis, a new concept?
Signal Processing - Special issue on higher order statistics
Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Independent component analysis: algorithms and applications
Neural Networks
Advanced Methods in Neural Computing
Advanced Methods in Neural Computing
Pattern Recognition Letters - In memory of Professor E.S. Gelsema
Palmprint recognition using eigenpalms features
Pattern Recognition Letters
Fuzzy Directional Element Energy Feature (FDEEF) Based Palmprint Identification
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 1 - Volume 1
Online Palmprint Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fisherpalms based palmprint recognition
Pattern Recognition Letters
Feature Extraction Method for Palmprint Considering Elimination of Creases
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Image Processing, Analysis, and Machine Vision
Image Processing, Analysis, and Machine Vision
Journal of Cognitive Neuroscience
Face recognition by independent component analysis
IEEE Transactions on Neural Networks
A hybrid wavelet-based fingerprint matcher
Pattern Recognition
A multi-expert approach for wavelet-based face detection
Pattern Recognition Letters
RegionBoost learning for 2D+3D based face recognition
Pattern Recognition Letters
A multi-matcher for ear authentication
Pattern Recognition Letters
Palmprint verification based on principal lines
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
Local binary patterns for a hybrid fingerprint matcher
Pattern Recognition
Review article: Touch-less palm print biometrics: Novel design and implementation
Image and Vision Computing
Palmprint Linear Feature Extraction and Identification Based on Ridgelet Transforms and Rough Sets
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Expert Systems with Applications: An International Journal
Fusion of classifiers for illumination robust face recognition
Expert Systems with Applications: An International Journal
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
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
Wavelet-based multiresolution analysis of ridges for fingerprint liveness detection
International Journal of Information and Computer Security
Palmprint verification using binary orientation co-occurrence vector
Pattern Recognition Letters
Robust palmprint verification using 2D and 3D features
Pattern Recognition
Descriptors for image-based fingerprint matchers
Expert Systems with Applications: An International Journal
Palmprint recognition under unconstrained scenes
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
Orthogonal linear discriminant analysis and feature selection for micro-array data classification
Expert Systems with Applications: An International Journal
Principal line based ICP alignment for palmprint verification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Palmprint verification using consistent orientation coding
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Likelihood ratio based features for a trained biometric score fusion
Expert Systems with Applications: An International Journal
Online joint palmprint and palmvein verification
Expert Systems with Applications: An International Journal
Palmprint recognition based on neighborhood rough set
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Empirical study of light source selection for palmprint recognition
Pattern Recognition Letters
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
Stockwell transform based palm-print recognition
Applied Soft Computing
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
Palmprint recognition using polynomial neural network
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
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
Embedded palmprint recognition system on mobile devices
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
A wavelet-based dominant feature extraction algorithm for palm-print recognition
Digital Signal Processing
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
An improved palmprint recognition system using iris features
Journal of Real-Time Image Processing
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Recently, biometric palmprint has received wide attention from researchers. It is well-known for several advantages such as stable line features, low-resolution imaging, low-cost capturing device, and user-friendly. In this paper, an automated scanner-based palmprint recognition system is proposed. The system automatically captures and aligns the palmprint images for further processing. Several linear subspace projection techniques have been tested and compared. In specific, we focus on principal component analysis (PCA), fisher discriminant analysis (FDA) and independent component analysis (ICA). In order to analyze the palmprint images in multi-resolution-multi-frequency representation, wavelet transformation is also adopted. The images are decomposed into different frequency subbands and the best performing subband is selected for further processing. Experimental result shows that application of FDA on wavelet subband is able to yield both FAR and FRR as low as 1.356 and 1.492% using our palmprint database.