IEEE Spectrum
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fingerprint Image Enhancement: Algorithm and Performance Evaluation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Integrating Faces and Fingerprints for Personal Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Biometric Identification through Hand Geometry Measurements
IEEE Transactions on Pattern Analysis and Machine Intelligence
Detecting Faces in Images: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Biometrics, Personal Identification in Networked Society: Personal Identification in Networked Society
Pattern Recognition Letters - In memory of Professor E.S. Gelsema
Projection based method for segmentation of human face and its evaluation
Pattern Recognition Letters
Information Fusion in Biometrics
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
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
Palmprint Texture Analysis Based on Low-Resolution Images for Personal Authentication
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 3 - Volume 3
Feature Extraction Method for Palmprint Considering Elimination of Creases
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Fusion of face and speech data for person identity verification
IEEE Transactions on Neural Networks
A single-sensor hand geometry and palmprint verification system
WBMA '03 Proceedings of the 2003 ACM SIGMM workshop on Biometrics methods and applications
A Biometric Identification System Based on Eigenpalm and Eigenfinger Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
Journal of Intelligent and Robotic Systems
Personal authentication using hand images
Pattern Recognition Letters
Personal recognition based on an image of the palmar surface of the hand
Pattern Recognition
Authentication of Individuals using Hand Geometry Biometrics: A Neural Network Approach
Neural Processing Letters
Feature fusion of side face and gait for video-based human identification
Pattern Recognition
Biometric verification/identification based on hands natural layout
Image and Vision Computing
Biometric recognition using hand geometry
SIP'08 Proceedings of the 7th WSEAS International Conference on Signal Processing
Multimodal Hand-Palm Biometrics
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Fusion of Palmprint and Iris for Personal Authentication
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
Personal Recognition Using Single-Sensor Multimodal Hand Biometrics
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
Palm extraction and identification
Expert Systems with Applications: An International Journal
Handwriting verification - Comparison of a multi-algorithmic and a multi-semantic approach
Image and Vision Computing
Hand Geometry Verification Using Time Series Representation
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
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
Hand-based verification and identification using palm-finger segmentation and fusion
Computer Vision and Image Understanding
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
Pose Invariant Palmprint Recognition
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
A method towards biometric feature fusion
International Journal of Biometrics
Robust palmprint verification using 2D and 3D features
Pattern Recognition
Multimodal biometric system using rank-level fusion approach
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on cybernetics and cognitive informatics
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
A novel technique for palmprint classification and authentication
International Journal of Biometrics
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
Image and Vision Computing
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Model-guided deformable hand shape recognition without positioning aids
Pattern Recognition
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
AST/UCMA/ISA/ACN'10 Proceedings of the 2010 international conference on Advances in computer science and information technology
Efficient person identification by fusion of multiple palmprint representations
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
An evaluation of wavelet kernels for palmprint based recognition
AMDO'10 Proceedings of the 6th international conference on Articulated motion and deformable objects
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
A feature level multimodal approach for palmprint identification using directional subband energies
Journal of Network and Computer Applications
Empirical study of light source selection for palmprint recognition
Pattern Recognition Letters
An integrated authentication framework based on multi-tier biometrics
International Journal of Biometrics
A pervasive EEG-based biometric system
Proceedings of 2011 international workshop on Ubiquitous affective awareness and intelligent interaction
Analog Integrated Circuits and Signal Processing
Interpreting dynamic meanings by integrating gesture and posture recognition system
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
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
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Identity verification through palm vein and crease texture
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
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
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
Palmprint authentication based on orientation code matching
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Biometric recognition using feature selection and combination
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Authorization based on palmprint
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Biometric hand recognition using neural networks
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
International Journal of Biometrics
A review of recent advances in 3D ear- and expression-invariant face biometrics
ACM Computing Surveys (CSUR)
Hand shape recognition based on coherent distance shape contexts
Pattern Recognition
A contactless biometric system using multiple hand features
Journal of Visual Communication and Image Representation
Abductive neural network modeling for hand recognition using geometric features
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
Fusion of multiple texture representations for palmprint recognition using neural networks
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
The location method of the main hand-shape feature points
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
Expert Systems with Applications: An International Journal
Genetic eigenhand selection for handshape classification based on compact hand extraction
Engineering Applications of Artificial Intelligence
Hand authentication on multi-touch tablets
Proceedings of the 15th Workshop on Mobile Computing Systems and Applications
Biometric fusion by simulated annealing
International Journal of Knowledge-based and Intelligent Engineering Systems
Information Sciences: an International Journal
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A new approach for the personal identification using hand images is presented. This paper attempts to improve the performance of palmprint-based verification system by integrating hand geometry features. Unlike other bimodal biometric systems, the users does not have to undergo the inconvenience of passing through two sensors since the palmprint and hand geometry features can be are acquired from the same image, using a digital camera, at the same time. Each of these gray level images are aligned and then used to extract palmprint and hand geometry features. These features are then examined for their individual and combined performance. The image acquisition setup used in this work was inherently simple and it does not employ any special illumination nor does it use any pegs to cause any inconvenience to the users. Our experimental results on the image dataset from 100 users confirm the utility of hand geometry features with those from palmprints and achieve promising results with a simple image acquisition setup.