Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition Letters - In memory of Professor E.S. Gelsema
Palmprint recognition using eigenpalms features
Pattern Recognition Letters
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
Competitive Coding Scheme for Palmprint Verification
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 1 - Volume 01
Ordinal Palmprint Represention for Personal Identification
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Palmprint identification using feature-level fusion
Pattern Recognition
Remarks on BioHash and its mathematical foundation
Information Processing Letters
An automated palmprint recognition system
Image and Vision Computing
Characterization of palmprints by wavelet signatures via directional context modeling
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Real-Time Model-Based Hand Localization for Unsupervised Palmar Image Acquisition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
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
An innovative contactless palm print and knuckle print recognition system
Pattern Recognition Letters
Expert Systems with Applications: An International Journal
Design and implementation of a contactless palm vein recognition system
Proceedings of the 2010 Symposium on Information and Communication Technology
Empirical study of light source selection for palmprint recognition
Pattern Recognition Letters
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 user dependent multi-resolution approach for biometric data
International Journal of Information Technology and Management
Selection of discriminative sub-regions for palmprint recognition
Multimedia Tools and Applications
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In this paper, we propose an innovative touch-less palm print recognition system. This project is motivated by the public's demand for non-invasive and hygienic biometric technology. For various reasons, users are concerned about touching the biometric scanners. Therefore, we propose to use a low-resolution web camera to capture the user's hand at a distance for recognition. The users do not need to touch any device for their palm print to be acquired. A novel hand tracking and palm print region of interest (ROI) extraction technique are used to track and capture the user's palm in real-time video stream. The discriminative palm print features are extracted based on a new method that applies local binary pattern (LBP) texture descriptor on the palm print directional gradient responses. Experiments show promising result using the proposed method. Performance can be further improved when a modified probabilistic neural network (PNN) is used for feature matching. Verification can be performed in less than one second in the proposed system.