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
Pattern Recognition Letters - In memory of Professor E.S. Gelsema
Projection based method for segmentation of human face and its evaluation
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
Combining implicit polynomials and geometric features for hand recognition
Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
Feature Extraction Method for Palmprint Considering Elimination of Creases
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Palmprint Identification Using PalmCodes
ICIG '04 Proceedings of the Third International Conference on Image and Graphics
Personal authentication using multiple palmprint representation
Pattern Recognition
Personal verification using palmprint and hand geometry biometric
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Fusion of face and speech data for person identity verification
IEEE Transactions on Neural Networks
Palmprint verification based on principal lines
Pattern Recognition
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
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
A survey of biometric technology based on hand shape
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
Comparison of distance-based features for hand geometry authentication
BioID_MultiComm'09 Proceedings of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication
Gas discharge visualization: an imaging and modeling tool for medical biometrics
Journal of Biomedical Imaging
Applications of thermal image and extension theory to biometric personal recognition
Expert Systems with Applications: An International Journal
Contact-free hand geometry-based identification system
Expert Systems with Applications: An International Journal
Hand shape recognition based on coherent distance shape contexts
Pattern Recognition
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
Sliding Window Based Fast Corner Matching Palmprint Authentication
International Journal of Computer Vision and Image Processing
Hand shape recognition using Hu and Legendre moments
Proceedings of the 6th International Conference on Security of Information and Networks
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This paper presents a new approach for personal authentication using hand images. The proposed method attempts to improve the performance of palmprint-based verification system by integrating hand geometry features. Unlike prior bimodal biometric systems, the users do not have to undergo the inconvenience of using two different sensors in our system since the palmprint and hand geometry images are acquired simultaneously using a single camera. The palmprint and handshape images are used to extract salient features and are then examined for their individual and combined verification performances. The image acquisition setup used here is inherently simple and it does not employ any special illumination nor does it use any alignment pegs to cause any inconvenience to the users. Our experiments on an image database of 100 users achieve promising results and suggest that the fusion of matching scores can achieve better performance than the fusion at representation.