Rectilinear block placement using B*-trees
ACM Transactions on Design Automation of Electronic Systems (TODAES)
A study of identical twins' palmprints for personal verification
Pattern Recognition
Palmprint verification based on principal lines
Pattern Recognition
Three measures for secure palmprint identification
Pattern Recognition
Palmprint verification based on robust line orientation code
Pattern Recognition
Palmprint verification based on robust line orientation code
Pattern Recognition
Review article: Touch-less palm print biometrics: Novel design and implementation
Image and Vision Computing
A survey of palmprint recognition
Pattern Recognition
Accurate Palmprint Recognition Using Spatial Bags of Local Layered Descriptors
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Palmprint Recognition Based on Regional Rank Correlation of Directional Features
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
Palmprint recognition using 3-D information
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Palmprint authentication using a symbolic representation of images
Image and Vision Computing
Automated flexion crease identification using internal image seams
Pattern Recognition
Development of a new cryptographic construct using palmprint-based fuzzy vault
EURASIP Journal on Advances in Signal Processing - Special issue on recent advances in biometric systems: a signal processing perspective
Human identification using Knucklecodes
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
IEEE Transactions on Image Processing
Online finger-knuckle-print verification for personal authentication
Pattern Recognition
Comparative studies on multispectral palm image fusion for biometrics
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Learning Gabor magnitude features for palmprint recognition
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Improved competitive code for palmprint recognition using simplified Gabor filter
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Principal line based ICP alignment for palmprint verification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Palmprint recognition using coarse-to-fine statistical image representation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Finger-knuckle-print: a new biometric identifier
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
Information Sciences: an International Journal
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
Online joint palmprint and palmvein verification
Expert Systems with Applications: An International Journal
Palmprint recognition combining LBP and cellular automata
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
Fast palmprint identification with multiple templates per subject
Pattern Recognition Letters
Implementation of remote system using touchless palmprint recognition algorithm
Proceedings of the 8th International Conference on Advances in Mobile Computing and Multimedia
Ensemble of local and global information for finger-knuckle-print recognition
Pattern Recognition
Stockwell transform based palm-print recognition
Applied Soft Computing
Dual-key-binding cancelable palmprint cryptosystem for palmprint protection and information security
Journal of Network and Computer Applications
Automated human identification using ear imaging
Pattern Recognition
A Comparative Study of Palmprint Recognition Algorithms
ACM Computing Surveys (CSUR)
Eigen palmprint authentication system using dimension reduction of singular vector
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
A study of identical twins’ palmprints for personal authentication
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
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
Phase congruency induced local features for finger-knuckle-print recognition
Pattern Recognition
Palmprint based recognition system using phase-difference information
Future Generation Computer Systems
Identity verification by using handprint
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Palmprint recognition based on directional features and graph matching
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Embedded palmprint recognition system on mobile devices
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Palm vein recognition using curvelet transform
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
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
PalmHash Code vs. PalmPhasor Code
Neurocomputing
A secure palm vein recognition system
Journal of Systems and Software
An improved palmprint recognition system using iris features
Journal of Real-Time Image Processing
Journal of Real-Time Image Processing
Information Sciences: an International Journal
Consistency analysis on orientation features for fast and accurate palmprint identification
Information Sciences: an International Journal
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There is increasing interest in the development of reliable, rapid and non-intrusive security control systems. Among the many approaches, biometrics such as palmprints provide highly effective automatic mechanisms for use in personal identification. This paper presents a new method for extracting features from palmprints using the Competitive Coding Scheme and angular matching. The Competitive Coding Scheme uses multiple 2-D Gabor filters to extract orientation information from palm lines. This information is then stored in a feature vector called the Competitive Code. The angular matching with an effective implementation is then defined for comparing the proposed codes, which can make over 9,000 comparisons within 1s. In our testing database of 7,752 palmprint samples from 386 palms, we can achieve a high genuine acceptance rate of 98.4% and a low false acceptance rate of 3 x 10^{-6} %. The execution time for the whole process of verification, including preprocessing, feature extraction and final matching, is 1s.